diff --git a/.prettierrc b/.prettierrc
new file mode 100644
index 0000000..9be30f5
--- /dev/null
+++ b/.prettierrc
@@ -0,0 +1,28 @@
+{
+	"useTabs": true,
+	"tabWidth": 4,
+	"semi": true,
+	"singleQuote": false,
+	"printWidth": 140,
+	"trailingComma": "none",
+	"quoteProps": "consistent",
+	"arrowParens": "avoid",
+	"bracketSpacing": true,
+
+	"overrides": [
+		{
+			"files": ["*.yml", "*.yaml"],
+			"options": {
+				"useTabs": false,
+				"tabWidth": 2
+			}
+		},
+		{
+			"files": ["Dockerfile", "Dockerfile.*"],
+			"options": {
+				"useTabs": false,
+				"tabWidth": 2
+			}
+		}
+	]
+}
diff --git a/note2quiz-backend/Note2Quiz.API/Controllers/QuizController.cs b/note2quiz-backend/Note2Quiz.API/Controllers/QuizController.cs
index c0d2a63..926db4a 100644
--- a/note2quiz-backend/Note2Quiz.API/Controllers/QuizController.cs
+++ b/note2quiz-backend/Note2Quiz.API/Controllers/QuizController.cs
@@ -1,4 +1,99 @@
-// POST /api/quiz/generate
-// GET /api/quiz/history
+// POST /api/quiz/submit
+using System.Security.Claims;
+using Microsoft.AspNetCore.Authorization;
+using Microsoft.AspNetCore.Mvc;
+using Note2Quiz.API.DTOs;
+using Note2Quiz.API.Interfaces;
+
 namespace Note2Quiz.API.Controllers;
 
+[ApiController]
+[Route("api/[controller]")]
+[Authorize]
+public class QuizController : ControllerBase
+{
+    private readonly IQuizService _quizService;
+
+    public QuizController(IQuizService quizService)
+    {
+        _quizService = quizService;
+    }
+
+    [HttpPost]
+    [RequestSizeLimit(20 * 1024 * 1024)]
+    public async Task<ActionResult<QuizResponse>> Create(
+        [FromForm] IFormFile file,
+        [FromForm] Difficulty difficulty,
+        CancellationToken ct
+    )
+    {
+        if (file == null || file.Length == 0)
+            return BadRequest("File is required.");
+
+        if (file.Length > 20 * 1024 * 1024)
+            return BadRequest("File too large. Max size is 20MB.");
+
+        if (file.ContentType is not ("image/jpeg" or "image/png"))
+            return BadRequest("Only jpeg or png allowed.");
+
+        var userId = User.FindFirst(ClaimTypes.NameIdentifier)?.Value;
+        if (userId == null)
+            return Unauthorized();
+
+        var request = new CreateQuizRequest(file, difficulty);
+
+        var result = await _quizService.CreateQuizAsync(userId, request, ct);
+
+        return Ok(result);
+    }
+
+    [HttpGet("history")]
+    public async Task<ActionResult<List<QuizHistoryItemDto>>> GetQuizHistory(CancellationToken ct)
+    {
+        var userId = User.FindFirst(ClaimTypes.NameIdentifier)?.Value;
+
+        if (userId == null)
+            return Unauthorized();
+
+        var result = await _quizService.GetQuizzesAsync(userId, ct);
+
+        return Ok(result);
+    }
+
+
+    [HttpGet("{quizSessionId}")]
+    public async Task<ActionResult<QuizResponse>> GetQuiz(int quizSessionId, CancellationToken ct)
+    {
+        var userId = User.FindFirst(ClaimTypes.NameIdentifier)?.Value;
+
+        if (userId == null)
+            return Unauthorized();
+
+        var result = await _quizService.GetQuizAsync(userId, quizSessionId, ct);
+
+        return Ok(result);
+    }
+
+    [HttpPost("submit")]
+    public async Task<ActionResult<SubmitQuizResponse>> Submit(
+        [FromBody] SubmitQuizRequest request,
+        CancellationToken ct)
+    {
+        var userId = User.FindFirst(ClaimTypes.NameIdentifier)?.Value;
+        if (userId == null)
+            return Unauthorized();
+
+        if (request == null)
+            return BadRequest("Request is required.");
+
+        if (request.QuizSessionId <= 0)
+            return BadRequest("QuizSessionId is invalid.");
+
+        if (request.Answers == null || request.Answers.Count == 0)
+            return BadRequest("Answers are required.");
+
+        var result = await _quizService.SubmitQuizAsync(userId, request, ct);
+
+        return Ok(result);
+    }
+}
diff --git a/note2quiz-backend/Note2Quiz.API/DTOs/QuizDto.cs b/note2quiz-backend/Note2Quiz.API/DTOs/QuizDto.cs
index 20842fa..ba73797 100644
--- a/note2quiz-backend/Note2Quiz.API/DTOs/QuizDto.cs
+++ b/note2quiz-backend/Note2Quiz.API/DTOs/QuizDto.cs
@@ -4,29 +4,20 @@ public enum Difficulty
 {
     Easy,
     Medium,
-    Hard
+    Hard,
 }
 
-public record CreateQuizRequest(
-    string ImageBase64,
-    Difficulty Difficulty
-);
+public record CreateQuizRequest(IFormFile Image, Difficulty Difficulty);
 
-public record QuizResponse(
-    int QuizSessionId,
-    List<QuestionDto> Questions
-);
+public record QuizResponse(int QuizSessionId, List<QuestionDto> Questions);
 
-public record QuestionDto(
-    int Id,
-    string Text,
-    List<string> Options
-);
+public record QuestionDto(int Id, string Text, List<OptionDto> Options);
 
-public record SubmitQuizRequest(
-    int QuizSessionId,
-    List<int> SelectedOptionsIds
-);
+public record OptionDto(int OptionId, string OptionText);
+
+public record SubmitQuizRequest(int QuizSessionId, List<AnswerDto> Answers);
+
+public record AnswerDto(int QuestionId, int SelectedOptionId);
 
 public record SubmitQuizResponse(
     int QuizSessionId,
@@ -46,5 +37,7 @@ public record QuizHistoryItemDto(
     int QuizSessionId,
     DateTime CreatedAt,
     int QuestionCount,
-    int? Score
-);
\ No newline at end of file
+    int? Score,
+    Difficulty Difficulty,
+    string Title
+);
diff --git a/note2quiz-backend/Note2Quiz.API/Data/Note2QuizDbContext.cs b/note2quiz-backend/Note2Quiz.API/Data/Note2QuizDbContext.cs
index 9a6054c..7e8d956 100644
--- a/note2quiz-backend/Note2Quiz.API/Data/Note2QuizDbContext.cs
+++ b/note2quiz-backend/Note2Quiz.API/Data/Note2QuizDbContext.cs
@@ -1 +1,71 @@
+using Microsoft.EntityFrameworkCore;
+using Note2Quiz.API.Models;
+
 namespace Note2Quiz.API.Data;
+
+public class Note2QuizDbContext : DbContext
+{
+    public Note2QuizDbContext(DbContextOptions<Note2QuizDbContext> options)
+        : base(options)
+    {
+    }
+
+    public DbSet<QuizSession> QuizSessions { get; set; }
+    public DbSet<Question> Questions { get; set; }
+    public DbSet<Option> Options { get; set; }
+    public DbSet<UserAnswer> UserAnswers { get; set; }
+
+    protected override void OnModelCreating(ModelBuilder modelBuilder)
+    {
+        base.OnModelCreating(modelBuilder);
+
+        // QuizSession → Questions
+        modelBuilder.Entity<QuizSession>()
+            .HasMany(qs => qs.Questions)
+            .WithOne(q => q.QuizSession)
+            .HasForeignKey(q => q.QuizSessionId)
+            .OnDelete(DeleteBehavior.Cascade);
+
+        // Question → Options
+        modelBuilder.Entity<Question>()
+            .HasMany(q => q.Options)
+            .WithOne(o => o.Question)
+            .HasForeignKey(o => o.QuestionId)
+            .OnDelete(DeleteBehavior.Cascade);
+
+        // UserAnswer → Question
+        modelBuilder.Entity<UserAnswer>()
+            .HasOne(ua => ua.Question)
+            .WithMany(q => q.UserAnswers)
+            .HasForeignKey(ua => ua.QuestionId)
+            .OnDelete(DeleteBehavior.Restrict);
+
+        // UserAnswer → Option
+        modelBuilder.Entity<UserAnswer>()
+            .HasOne(ua => ua.Option)
+            .WithMany()
+            .HasForeignKey(ua => ua.OptionId)
+            .OnDelete(DeleteBehavior.Restrict);
+
+        // UserAnswer → QuizSession
+        modelBuilder.Entity<UserAnswer>()
+            .HasOne(ua => ua.QuizSession)
+            .WithMany(qs => qs.UserAnswers)
+            .HasForeignKey(ua => ua.QuizSessionId)
+            .OnDelete(DeleteBehavior.Restrict);
+
+        // Required fields
+        modelBuilder.Entity<QuizSession>()
+            .Property(x => x.UserId)
+            .IsRequired();
+
+        modelBuilder.Entity<Question>()
+            .Property(x => x.Text)
+            .IsRequired();
+
+        modelBuilder.Entity<Option>()
+            .Property(x => x.Text)
+            .IsRequired();
+            
+    }
+}
\ No newline at end of file
diff --git a/note2quiz-backend/Note2Quiz.API/Data/Note2QuizSeed.cs b/note2quiz-backend/Note2Quiz.API/Data/Note2QuizSeed.cs
index dbaafbb..13a8b46 100644
--- a/note2quiz-backend/Note2Quiz.API/Data/Note2QuizSeed.cs
+++ b/note2quiz-backend/Note2Quiz.API/Data/Note2QuizSeed.cs
@@ -1 +1,53 @@
-namespace Note2Quiz.API.Data;
\ No newline at end of file
+using Note2Quiz.API.Models;
+using Microsoft.EntityFrameworkCore;
+using Note2Quiz.API.DTOs;
+
+namespace Note2Quiz.API.Data;
+
+public static class SeedData
+{
+    public static async Task InitializeAsync(Note2QuizDbContext db)
+    {
+        if (await db.QuizSessions.AnyAsync())
+            return;
+
+        var session = new QuizSession
+        {
+            UserId = "seed-user",
+            CreatedAt = DateTime.UtcNow,
+            Difficulty = Difficulty.Easy,
+            Title = "General Knowledge Quiz",
+
+            Questions = new List<Question>
+            {
+                new Question
+                {
+                    Text = "What is the capital of Sweden?",
+                    CreatedAt = DateTime.UtcNow,
+                    Options = new List<Option>
+                    {
+                        new Option { Text = "Stockholm", IsCorrect = true },
+                        new Option { Text = "Gothenburg", IsCorrect = false },
+                        new Option { Text = "Malmö", IsCorrect = false },
+                        new Option { Text = "Västerås", IsCorrect = false }
+                    }
+                },
+                new Question
+                {
+                    Text = "Which planet is known as the Red Planet?",
+                    CreatedAt = DateTime.UtcNow,
+                    Options = new List<Option>
+                    {
+                        new Option { Text = "Mars", IsCorrect = true },
+                        new Option { Text = "Venus", IsCorrect = false },
+                        new Option { Text = "Jupiter", IsCorrect = false },
+                        new Option { Text = "Tellus", IsCorrect = false }
+                    }
+                }
+            }
+        };
+
+        db.QuizSessions.Add(session);
+        await db.SaveChangesAsync();
+    }
+}
\ No newline at end of file
diff --git a/note2quiz-backend/Note2Quiz.API/Interfaces/IChatClient.cs b/note2quiz-backend/Note2Quiz.API/Interfaces/IChatClient.cs
new file mode 100644
index 0000000..38ccb82
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Interfaces/IChatClient.cs
@@ -0,0 +1,11 @@
+using Note2Quiz.API.Services.OpenAI.Models;
+
+public interface IChatClient
+{
+    Task<string> GetCompletionAsync(
+        string systemPrompt,
+        string userPrompt,
+        ChatSettings settings,
+        CancellationToken ct
+    );
+}
\ No newline at end of file
diff --git a/note2quiz-backend/Note2Quiz.API/Interfaces/IOpenAIService.cs b/note2quiz-backend/Note2Quiz.API/Interfaces/IOpenAIService.cs
index 9c496ab..ae91006 100644
--- a/note2quiz-backend/Note2Quiz.API/Interfaces/IOpenAIService.cs
+++ b/note2quiz-backend/Note2Quiz.API/Interfaces/IOpenAIService.cs
@@ -1 +1,13 @@
-namespace Note2Quiz.API.Interfaces;
+using Note2Quiz.API.DTOs;
+using Note2Quiz.API.Services.OpenAI;
+
+namespace Note2Quiz.API.Services;
+
+public interface IOpenAIService
+{
+    Task<QuizGenResponse> GenerateQuizAsync(
+        string sourceText,
+        Difficulty difficulty,
+        CancellationToken ct
+    );
+}
diff --git a/note2quiz-backend/Note2Quiz.API/Interfaces/IQuizRepository.cs b/note2quiz-backend/Note2Quiz.API/Interfaces/IQuizRepository.cs
index 816c41a..9e74eef 100644
--- a/note2quiz-backend/Note2Quiz.API/Interfaces/IQuizRepository.cs
+++ b/note2quiz-backend/Note2Quiz.API/Interfaces/IQuizRepository.cs
@@ -1 +1,12 @@
-namespace Note2Quiz.API.Interfaces;
\ No newline at end of file
+using Note2Quiz.API.Models;
+
+namespace Note2Quiz.API.Interfaces;
+
+public interface IQuizRepository
+{
+    Task<QuizSession> CreateQuizSessionAsync(QuizSession session, CancellationToken ct);
+    Task<QuizSession?> GetQuizSessionById(string userId, int quizSessionId, CancellationToken ct);
+    Task<List<QuizSession>> GetQuizSessionsByUserIdAsync(string userId, CancellationToken ct);
+    Task<QuizSession?> GetQuizSessionForSubmitAsync(int quizSessionId, CancellationToken ct);
+    Task ReplaceUserAnswersAsync(int quizSessionId, List<UserAnswer> userAnswers, CancellationToken ct);
+}
diff --git a/note2quiz-backend/Note2Quiz.API/Interfaces/IQuizService.cs b/note2quiz-backend/Note2Quiz.API/Interfaces/IQuizService.cs
index 816c41a..5490a3e 100644
--- a/note2quiz-backend/Note2Quiz.API/Interfaces/IQuizService.cs
+++ b/note2quiz-backend/Note2Quiz.API/Interfaces/IQuizService.cs
@@ -1 +1,22 @@
-namespace Note2Quiz.API.Interfaces;
\ No newline at end of file
+using Note2Quiz.API.DTOs;
+using Note2Quiz.API.Models;
+
+namespace Note2Quiz.API.Interfaces;
+
+public interface IQuizService
+{
+    Task<QuizResponse> CreateQuizAsync(
+        string userId,
+        CreateQuizRequest request,
+        CancellationToken ct
+    );
+
+    Task<List<QuizHistoryItemDto>> GetQuizzesAsync(string userId, CancellationToken ct);
+
+    Task<SubmitQuizResponse> SubmitQuizAsync(
+        string userId,
+        SubmitQuizRequest request,
+        CancellationToken ct
+    );
+    Task<QuizResponse> GetQuizAsync(string userId, int quizSessionId, CancellationToken ct);
+}
diff --git a/note2quiz-backend/Note2Quiz.API/Interfaces/IVisionService.cs b/note2quiz-backend/Note2Quiz.API/Interfaces/IVisionService.cs
index 816c41a..5f6b42d 100644
--- a/note2quiz-backend/Note2Quiz.API/Interfaces/IVisionService.cs
+++ b/note2quiz-backend/Note2Quiz.API/Interfaces/IVisionService.cs
@@ -1 +1,6 @@
-namespace Note2Quiz.API.Interfaces;
\ No newline at end of file
+namespace Note2Quiz.API.Interfaces;
+
+public interface IVisionService
+{
+    Task<string> ExtractTextFromImageAsync(Stream imageStream, CancellationToken ct);
+}
diff --git a/note2quiz-backend/Note2Quiz.API/Migrations/20260306095944_InitialCreate.Designer.cs b/note2quiz-backend/Note2Quiz.API/Migrations/20260306095944_InitialCreate.Designer.cs
new file mode 100644
index 0000000..2436103
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Migrations/20260306095944_InitialCreate.Designer.cs
@@ -0,0 +1,198 @@
+// <auto-generated />
+using System;
+using Microsoft.EntityFrameworkCore;
+using Microsoft.EntityFrameworkCore.Infrastructure;
+using Microsoft.EntityFrameworkCore.Metadata;
+using Microsoft.EntityFrameworkCore.Migrations;
+using Microsoft.EntityFrameworkCore.Storage.ValueConversion;
+using Note2Quiz.API.Data;
+
+#nullable disable
+
+namespace Note2Quiz.API.Migrations
+{
+    [DbContext(typeof(Note2QuizDbContext))]
+    [Migration("20260306095944_InitialCreate")]
+    partial class InitialCreate
+    {
+        /// <inheritdoc />
+        protected override void BuildTargetModel(ModelBuilder modelBuilder)
+        {
+#pragma warning disable 612, 618
+            modelBuilder
+                .HasAnnotation("ProductVersion", "10.0.1")
+                .HasAnnotation("Relational:MaxIdentifierLength", 128);
+
+            SqlServerModelBuilderExtensions.UseIdentityColumns(modelBuilder);
+
+            modelBuilder.Entity("Note2Quiz.API.Models.Option", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<bool>("IsCorrect")
+                        .HasColumnType("bit");
+
+                    b.Property<int>("QuestionId")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Text")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("QuestionId");
+
+                    b.ToTable("Options");
+                });
+
+            modelBuilder.Entity("Note2Quiz.API.Models.Question", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime2");
+
+                    b.Property<int>("QuizSessionId")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Text")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("QuizSessionId");
+
+                    b.ToTable("Questions");
+                });
+
+            modelBuilder.Entity("Note2Quiz.API.Models.QuizSession", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime2");
+
+                    b.Property<int>("Difficulty")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Title")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("UserId")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.HasKey("Id");
+
+                    b.ToTable("QuizSessions");
+                });
+
+            modelBuilder.Entity("UserAnswer", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<int>("OptionId")
+                        .HasColumnType("int");
+
+                    b.Property<int>("QuestionId")
+                        .HasColumnType("int");
+
+                    b.Property<int>("QuizSessionId")
+                        .HasColumnType("int");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("OptionId");
+
+                    b.HasIndex("QuestionId");
+
+                    b.HasIndex("QuizSessionId");
+
+                    b.ToTable("UserAnswers");
+                });
+
+            modelBuilder.Entity("Note2Quiz.API.Models.Option", b =>
+                {
+                    b.HasOne("Note2Quiz.API.Models.Question", "Question")
+                        .WithMany("Options")
+                        .HasForeignKey("QuestionId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Question");
+                });
+
+            modelBuilder.Entity("Note2Quiz.API.Models.Question", b =>
+                {
+                    b.HasOne("Note2Quiz.API.Models.QuizSession", "QuizSession")
+                        .WithMany("Questions")
+                        .HasForeignKey("QuizSessionId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("QuizSession");
+                });
+
+            modelBuilder.Entity("UserAnswer", b =>
+                {
+                    b.HasOne("Note2Quiz.API.Models.Option", "Option")
+                        .WithMany()
+                        .HasForeignKey("OptionId")
+                        .OnDelete(DeleteBehavior.Restrict)
+                        .IsRequired();
+
+                    b.HasOne("Note2Quiz.API.Models.Question", "Question")
+                        .WithMany("UserAnswers")
+                        .HasForeignKey("QuestionId")
+                        .OnDelete(DeleteBehavior.Restrict)
+                        .IsRequired();
+
+                    b.HasOne("Note2Quiz.API.Models.QuizSession", "QuizSession")
+                        .WithMany("UserAnswers")
+                        .HasForeignKey("QuizSessionId")
+                        .OnDelete(DeleteBehavior.Restrict)
+                        .IsRequired();
+
+                    b.Navigation("Option");
+
+                    b.Navigation("Question");
+
+                    b.Navigation("QuizSession");
+                });
+
+            modelBuilder.Entity("Note2Quiz.API.Models.Question", b =>
+                {
+                    b.Navigation("Options");
+
+                    b.Navigation("UserAnswers");
+                });
+
+            modelBuilder.Entity("Note2Quiz.API.Models.QuizSession", b =>
+                {
+                    b.Navigation("Questions");
+
+                    b.Navigation("UserAnswers");
+                });
+#pragma warning restore 612, 618
+        }
+    }
+}
diff --git a/note2quiz-backend/Note2Quiz.API/Migrations/20260306095944_InitialCreate.cs b/note2quiz-backend/Note2Quiz.API/Migrations/20260306095944_InitialCreate.cs
new file mode 100644
index 0000000..a965af2
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Migrations/20260306095944_InitialCreate.cs
@@ -0,0 +1,147 @@
+using System;
+using Microsoft.EntityFrameworkCore.Migrations;
+
+#nullable disable
+
+namespace Note2Quiz.API.Migrations
+{
+    /// <inheritdoc />
+    public partial class InitialCreate : Migration
+    {
+        /// <inheritdoc />
+        protected override void Up(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.CreateTable(
+                name: "QuizSessions",
+                columns: table => new
+                {
+                    Id = table.Column<int>(type: "int", nullable: false)
+                        .Annotation("SqlServer:Identity", "1, 1"),
+                    UserId = table.Column<string>(type: "nvarchar(max)", nullable: false),
+                    CreatedAt = table.Column<DateTime>(type: "datetime2", nullable: false),
+                    Difficulty = table.Column<int>(type: "int", nullable: false),
+                    Title = table.Column<string>(type: "nvarchar(max)", nullable: false)
+                },
+                constraints: table =>
+                {
+                    table.PrimaryKey("PK_QuizSessions", x => x.Id);
+                });
+
+            migrationBuilder.CreateTable(
+                name: "Questions",
+                columns: table => new
+                {
+                    Id = table.Column<int>(type: "int", nullable: false)
+                        .Annotation("SqlServer:Identity", "1, 1"),
+                    Text = table.Column<string>(type: "nvarchar(max)", nullable: false),
+                    CreatedAt = table.Column<DateTime>(type: "datetime2", nullable: false),
+                    QuizSessionId = table.Column<int>(type: "int", nullable: false)
+                },
+                constraints: table =>
+                {
+                    table.PrimaryKey("PK_Questions", x => x.Id);
+                    table.ForeignKey(
+                        name: "FK_Questions_QuizSessions_QuizSessionId",
+                        column: x => x.QuizSessionId,
+                        principalTable: "QuizSessions",
+                        principalColumn: "Id",
+                        onDelete: ReferentialAction.Cascade);
+                });
+
+            migrationBuilder.CreateTable(
+                name: "Options",
+                columns: table => new
+                {
+                    Id = table.Column<int>(type: "int", nullable: false)
+                        .Annotation("SqlServer:Identity", "1, 1"),
+                    Text = table.Column<string>(type: "nvarchar(max)", nullable: false),
+                    IsCorrect = table.Column<bool>(type: "bit", nullable: false),
+                    QuestionId = table.Column<int>(type: "int", nullable: false)
+                },
+                constraints: table =>
+                {
+                    table.PrimaryKey("PK_Options", x => x.Id);
+                    table.ForeignKey(
+                        name: "FK_Options_Questions_QuestionId",
+                        column: x => x.QuestionId,
+                        principalTable: "Questions",
+                        principalColumn: "Id",
+                        onDelete: ReferentialAction.Cascade);
+                });
+
+            migrationBuilder.CreateTable(
+                name: "UserAnswers",
+                columns: table => new
+                {
+                    Id = table.Column<int>(type: "int", nullable: false)
+                        .Annotation("SqlServer:Identity", "1, 1"),
+                    QuizSessionId = table.Column<int>(type: "int", nullable: false),
+                    QuestionId = table.Column<int>(type: "int", nullable: false),
+                    OptionId = table.Column<int>(type: "int", nullable: false)
+                },
+                constraints: table =>
+                {
+                    table.PrimaryKey("PK_UserAnswers", x => x.Id);
+                    table.ForeignKey(
+                        name: "FK_UserAnswers_Options_OptionId",
+                        column: x => x.OptionId,
+                        principalTable: "Options",
+                        principalColumn: "Id",
+                        onDelete: ReferentialAction.Restrict);
+                    table.ForeignKey(
+                        name: "FK_UserAnswers_Questions_QuestionId",
+                        column: x => x.QuestionId,
+                        principalTable: "Questions",
+                        principalColumn: "Id",
+                        onDelete: ReferentialAction.Restrict);
+                    table.ForeignKey(
+                        name: "FK_UserAnswers_QuizSessions_QuizSessionId",
+                        column: x => x.QuizSessionId,
+                        principalTable: "QuizSessions",
+                        principalColumn: "Id",
+                        onDelete: ReferentialAction.Restrict);
+                });
+
+            migrationBuilder.CreateIndex(
+                name: "IX_Options_QuestionId",
+                table: "Options",
+                column: "QuestionId");
+
+            migrationBuilder.CreateIndex(
+                name: "IX_Questions_QuizSessionId",
+                table: "Questions",
+                column: "QuizSessionId");
+
+            migrationBuilder.CreateIndex(
+                name: "IX_UserAnswers_OptionId",
+                table: "UserAnswers",
+                column: "OptionId");
+
+            migrationBuilder.CreateIndex(
+                name: "IX_UserAnswers_QuestionId",
+                table: "UserAnswers",
+                column: "QuestionId");
+
+            migrationBuilder.CreateIndex(
+                name: "IX_UserAnswers_QuizSessionId",
+                table: "UserAnswers",
+                column: "QuizSessionId");
+        }
+
+        /// <inheritdoc />
+        protected override void Down(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.DropTable(
+                name: "UserAnswers");
+
+            migrationBuilder.DropTable(
+                name: "Options");
+
+            migrationBuilder.DropTable(
+                name: "Questions");
+
+            migrationBuilder.DropTable(
+                name: "QuizSessions");
+        }
+    }
+}
diff --git a/note2quiz-backend/Note2Quiz.API/Migrations/Note2QuizDbContextModelSnapshot.cs b/note2quiz-backend/Note2Quiz.API/Migrations/Note2QuizDbContextModelSnapshot.cs
new file mode 100644
index 0000000..8d6f394
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Migrations/Note2QuizDbContextModelSnapshot.cs
@@ -0,0 +1,195 @@
+// <auto-generated />
+using System;
+using Microsoft.EntityFrameworkCore;
+using Microsoft.EntityFrameworkCore.Infrastructure;
+using Microsoft.EntityFrameworkCore.Metadata;
+using Microsoft.EntityFrameworkCore.Storage.ValueConversion;
+using Note2Quiz.API.Data;
+
+#nullable disable
+
+namespace Note2Quiz.API.Migrations
+{
+    [DbContext(typeof(Note2QuizDbContext))]
+    partial class Note2QuizDbContextModelSnapshot : ModelSnapshot
+    {
+        protected override void BuildModel(ModelBuilder modelBuilder)
+        {
+#pragma warning disable 612, 618
+            modelBuilder
+                .HasAnnotation("ProductVersion", "10.0.1")
+                .HasAnnotation("Relational:MaxIdentifierLength", 128);
+
+            SqlServerModelBuilderExtensions.UseIdentityColumns(modelBuilder);
+
+            modelBuilder.Entity("Note2Quiz.API.Models.Option", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<bool>("IsCorrect")
+                        .HasColumnType("bit");
+
+                    b.Property<int>("QuestionId")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Text")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("QuestionId");
+
+                    b.ToTable("Options");
+                });
+
+            modelBuilder.Entity("Note2Quiz.API.Models.Question", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime2");
+
+                    b.Property<int>("QuizSessionId")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Text")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("QuizSessionId");
+
+                    b.ToTable("Questions");
+                });
+
+            modelBuilder.Entity("Note2Quiz.API.Models.QuizSession", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<DateTime>("CreatedAt")
+                        .HasColumnType("datetime2");
+
+                    b.Property<int>("Difficulty")
+                        .HasColumnType("int");
+
+                    b.Property<string>("Title")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.Property<string>("UserId")
+                        .IsRequired()
+                        .HasColumnType("nvarchar(max)");
+
+                    b.HasKey("Id");
+
+                    b.ToTable("QuizSessions");
+                });
+
+            modelBuilder.Entity("UserAnswer", b =>
+                {
+                    b.Property<int>("Id")
+                        .ValueGeneratedOnAdd()
+                        .HasColumnType("int");
+
+                    SqlServerPropertyBuilderExtensions.UseIdentityColumn(b.Property<int>("Id"));
+
+                    b.Property<int>("OptionId")
+                        .HasColumnType("int");
+
+                    b.Property<int>("QuestionId")
+                        .HasColumnType("int");
+
+                    b.Property<int>("QuizSessionId")
+                        .HasColumnType("int");
+
+                    b.HasKey("Id");
+
+                    b.HasIndex("OptionId");
+
+                    b.HasIndex("QuestionId");
+
+                    b.HasIndex("QuizSessionId");
+
+                    b.ToTable("UserAnswers");
+                });
+
+            modelBuilder.Entity("Note2Quiz.API.Models.Option", b =>
+                {
+                    b.HasOne("Note2Quiz.API.Models.Question", "Question")
+                        .WithMany("Options")
+                        .HasForeignKey("QuestionId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("Question");
+                });
+
+            modelBuilder.Entity("Note2Quiz.API.Models.Question", b =>
+                {
+                    b.HasOne("Note2Quiz.API.Models.QuizSession", "QuizSession")
+                        .WithMany("Questions")
+                        .HasForeignKey("QuizSessionId")
+                        .OnDelete(DeleteBehavior.Cascade)
+                        .IsRequired();
+
+                    b.Navigation("QuizSession");
+                });
+
+            modelBuilder.Entity("UserAnswer", b =>
+                {
+                    b.HasOne("Note2Quiz.API.Models.Option", "Option")
+                        .WithMany()
+                        .HasForeignKey("OptionId")
+                        .OnDelete(DeleteBehavior.Restrict)
+                        .IsRequired();
+
+                    b.HasOne("Note2Quiz.API.Models.Question", "Question")
+                        .WithMany("UserAnswers")
+                        .HasForeignKey("QuestionId")
+                        .OnDelete(DeleteBehavior.Restrict)
+                        .IsRequired();
+
+                    b.HasOne("Note2Quiz.API.Models.QuizSession", "QuizSession")
+                        .WithMany("UserAnswers")
+                        .HasForeignKey("QuizSessionId")
+                        .OnDelete(DeleteBehavior.Restrict)
+                        .IsRequired();
+
+                    b.Navigation("Option");
+
+                    b.Navigation("Question");
+
+                    b.Navigation("QuizSession");
+                });
+
+            modelBuilder.Entity("Note2Quiz.API.Models.Question", b =>
+                {
+                    b.Navigation("Options");
+
+                    b.Navigation("UserAnswers");
+                });
+
+            modelBuilder.Entity("Note2Quiz.API.Models.QuizSession", b =>
+                {
+                    b.Navigation("Questions");
+
+                    b.Navigation("UserAnswers");
+                });
+#pragma warning restore 612, 618
+        }
+    }
+}
diff --git a/note2quiz-backend/Note2Quiz.API/Models/GeneratedQuestion.cs b/note2quiz-backend/Note2Quiz.API/Models/GeneratedQuestion.cs
new file mode 100644
index 0000000..6da0530
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Models/GeneratedQuestion.cs
@@ -0,0 +1,7 @@
+namespace Note2Quiz.API.Models;
+
+public record GeneratedQuestion(
+    string Text,
+    List<string> Options,
+    int CorrectOptionIndex
+);
\ No newline at end of file
diff --git a/note2quiz-backend/Note2Quiz.API/Models/Option.cs b/note2quiz-backend/Note2Quiz.API/Models/Option.cs
index 17b9f64..e3f6ada 100644
--- a/note2quiz-backend/Note2Quiz.API/Models/Option.cs
+++ b/note2quiz-backend/Note2Quiz.API/Models/Option.cs
@@ -7,5 +7,4 @@ public class Option
     public bool IsCorrect { get; set; }
     public int QuestionId { get; set; }
     public Question? Question { get; set; }
-
 }
diff --git a/note2quiz-backend/Note2Quiz.API/Models/Question.cs b/note2quiz-backend/Note2Quiz.API/Models/Question.cs
index d9f008b..fb1cd33 100644
--- a/note2quiz-backend/Note2Quiz.API/Models/Question.cs
+++ b/note2quiz-backend/Note2Quiz.API/Models/Question.cs
@@ -8,4 +8,5 @@ public class Question
     public List<Option> Options { get; set; } = new();
     public int QuizSessionId { get; set; }
     public QuizSession? QuizSession { get; set; }
+    public ICollection<UserAnswer> UserAnswers { get; set; } = new List<UserAnswer>();
 }
diff --git a/note2quiz-backend/Note2Quiz.API/Models/QuizSession.cs b/note2quiz-backend/Note2Quiz.API/Models/QuizSession.cs
index 6a0f3d4..60f794d 100644
--- a/note2quiz-backend/Note2Quiz.API/Models/QuizSession.cs
+++ b/note2quiz-backend/Note2Quiz.API/Models/QuizSession.cs
@@ -1,3 +1,5 @@
+using Note2Quiz.API.DTOs;
+
 namespace Note2Quiz.API.Models;
 
 public class QuizSession
@@ -5,6 +7,8 @@ public class QuizSession
     public int Id { get; set; }
     public string UserId { get; set; } = string.Empty;
     public DateTime CreatedAt { get; set; } = DateTime.UtcNow;
-
+    public Difficulty Difficulty { get; set; }
+    public string Title { get; set; } = string.Empty;
     public List<Question> Questions { get; set; } = new();
-}
+    public List<UserAnswer> UserAnswers { get; set; } = new();
+}
\ No newline at end of file
diff --git a/note2quiz-backend/Note2Quiz.API/Models/UserAnswer.cs b/note2quiz-backend/Note2Quiz.API/Models/UserAnswer.cs
new file mode 100644
index 0000000..d6631a3
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Models/UserAnswer.cs
@@ -0,0 +1,15 @@
+using Note2Quiz.API.Models;
+
+public class UserAnswer
+{
+    public int Id { get; set; }
+
+    public int QuizSessionId { get; set; }
+    public QuizSession QuizSession { get; set; } = null!;
+
+    public int QuestionId { get; set; }
+    public Question Question { get; set; } = null!;
+
+    public int OptionId { get; set; }
+    public Option Option { get; set; } = null!;
+}
diff --git a/note2quiz-backend/Note2Quiz.API/Note2Quiz.API.csproj b/note2quiz-backend/Note2Quiz.API/Note2Quiz.API.csproj
index 63a2385..7f1ab85 100644
--- a/note2quiz-backend/Note2Quiz.API/Note2Quiz.API.csproj
+++ b/note2quiz-backend/Note2Quiz.API/Note2Quiz.API.csproj
@@ -1,12 +1,15 @@
-<Project Sdk="Microsoft.NET.Sdk.Web">
+<Project Sdk="Microsoft.NET.Sdk.Web">
 
   <PropertyGroup>
     <TargetFramework>net10.0</TargetFramework>
     <Nullable>enable</Nullable>
     <ImplicitUsings>enable</ImplicitUsings>
+    <UserSecretsId>1f609858-857a-46fa-9919-a6e0d0d6eea3</UserSecretsId>
   </PropertyGroup>
 
   <ItemGroup>
+    <PackageReference Include="Azure.AI.Vision.ImageAnalysis" Version="1.0.0" />
+    <PackageReference Include="Azure.AI.OpenAI" Version="2.1.0" />
     <PackageReference Include="Microsoft.AspNetCore.OpenApi" Version="10.0.3" />
     <PackageReference Include="Microsoft.AspNetCore.Authentication.JwtBearer" Version="10.0.1" />
     <PackageReference Include="Microsoft.EntityFrameworkCore" Version="10.0.1" />
diff --git a/note2quiz-backend/Note2Quiz.API/Program.cs b/note2quiz-backend/Note2Quiz.API/Program.cs
index 399fbbc..9fd760b 100644
--- a/note2quiz-backend/Note2Quiz.API/Program.cs
+++ b/note2quiz-backend/Note2Quiz.API/Program.cs
@@ -1,14 +1,123 @@
+using Azure;
+using Azure.AI.Vision.ImageAnalysis;
+using Microsoft.AspNetCore.Authentication.JwtBearer;
+using Microsoft.EntityFrameworkCore;
+using Microsoft.Extensions.Options;
+using Microsoft.IdentityModel.Tokens;
+using Note2Quiz.API.Data;
+using Note2Quiz.API.Interfaces;
+using Note2Quiz.API.Repositories;
+using Note2Quiz.API.Services;
+using Note2Quiz.API.Services.OpenAI;
+
 var builder = WebApplication.CreateBuilder(args);
 
+builder.Services.AddSingleton(sp =>
+{
+    var endPoint =
+        builder.Configuration["AzureVision:Endpoint"]
+        ?? throw new InvalidOperationException("Vision Endpoint missing");
+
+    var key =
+        builder.Configuration["AzureVision:Key"]
+        ?? throw new InvalidOperationException("Vision Key missing");
+
+    return new ImageAnalysisClient(new Uri(endPoint), new AzureKeyCredential(key));
+});
+
+builder.Services.AddSingleton<IChatClient>(sp =>
+{
+    var endpoint =
+        builder.Configuration["AzureOpenAI:Endpoint"]
+        ?? throw new InvalidOperationException("AzureOpenAI:Endpoint is missing in configuration.");
+
+    var apiKey =
+        builder.Configuration["AzureOpenAI:ApiKey"]
+        ?? throw new InvalidOperationException("AzureOpenAI:ApiKey is missing in configuration.");
+
+    var deployment =
+        builder.Configuration["AzureOpenAI:DeploymentName"]
+        ?? throw new InvalidOperationException(
+            "AzureOpenAI:DeploymentName is missing in configuration."
+        );
+
+    return new AzureChatClient(endpoint, apiKey, deployment);
+});
+builder.Services.AddCors(options =>
+{
+    options.AddPolicy(
+        "AllowFrontend",
+        policy =>
+        {
+            policy.WithOrigins("http://localhost:8080").AllowAnyHeader().AllowAnyMethod();
+        }
+    );
+});
+
+builder.Services.AddDbContext<Note2QuizDbContext>(options =>
+    options.UseSqlServer(builder.Configuration.GetConnectionString("DefaultConnection"))
+);
+
+builder.Services.AddScoped<IVisionService, VisionService>();
+builder.Services.AddScoped<IOpenAIService, OpenAIService>();
+builder.Services.AddScoped<IQuizService, QuizService>();
+builder.Services.AddScoped<IQuizRepository, QuizRepository>();
+
+builder
+    .Services.AddControllers()
+    .AddJsonOptions(options =>
+    {
+        options.JsonSerializerOptions.Converters.Add(
+            new System.Text.Json.Serialization.JsonStringEnumConverter()
+        );
+    });
 builder.Services.AddOpenApi();
 
+builder
+    .Services.AddAuthentication(JwtBearerDefaults.AuthenticationScheme)
+    .AddJwtBearer(options =>
+    {
+        options.Authority = builder.Configuration["Clerk:Authority"];
+        options.Audience = builder.Configuration["Clerk:Audience"];
+        options.TokenValidationParameters = new TokenValidationParameters
+        {
+            ValidateIssuer = true,
+            ValidateAudience = true,
+            ValidAudience = builder.Configuration["Clerk:Audience"],
+            ValidateLifetime = true,
+            ValidateIssuerSigningKey = true,
+            NameClaimType = "sub",
+        };
+    });
+
+builder.Services.AddAuthorization();
+
 var app = builder.Build();
 
 if (app.Environment.IsDevelopment())
 {
     app.MapOpenApi();
 }
+app.UseCors("AllowFrontend");
+app.UseAuthentication();
+app.UseAuthorization();
+
+app.MapControllers();
+
+using (var scope = app.Services.CreateScope())
+{
+    try
+    {
+        var db = scope.ServiceProvider.GetRequiredService<Note2QuizDbContext>();
+        await SeedData.InitializeAsync(db);
+    }
+    catch (Exception ex)
+    {
+        var logger = scope.ServiceProvider.GetRequiredService<ILogger<Program>>();
+        logger.LogError(ex, "An error occurred while seeding the database.");
+    }
+}
 
 app.UseHttpsRedirection();
 
-app.Run();
\ No newline at end of file
+app.Run();
diff --git a/note2quiz-backend/Note2Quiz.API/Repositories/QuizRepository.cs b/note2quiz-backend/Note2Quiz.API/Repositories/QuizRepository.cs
index ed3eb0c..635532a 100644
--- a/note2quiz-backend/Note2Quiz.API/Repositories/QuizRepository.cs
+++ b/note2quiz-backend/Note2Quiz.API/Repositories/QuizRepository.cs
@@ -1 +1,75 @@
-namespace Note2Quiz.API.Repositories;
\ No newline at end of file
+using Microsoft.EntityFrameworkCore;
+using Note2Quiz.API.Data;
+using Note2Quiz.API.Interfaces;
+using Note2Quiz.API.Models;
+
+namespace Note2Quiz.API.Repositories;
+
+public class QuizRepository : IQuizRepository
+{
+    private readonly Note2QuizDbContext _db;
+
+    public QuizRepository(Note2QuizDbContext db)
+    {
+        _db = db;
+    }
+
+    public async Task<QuizSession> CreateQuizSessionAsync(QuizSession session, CancellationToken ct)
+    {
+        await _db.AddAsync(session, ct);
+        await _db.SaveChangesAsync(ct);
+
+        return session;
+    }
+
+    public async Task<QuizSession?> GetQuizSessionById(
+        string userId,
+        int quizSessionId,
+        CancellationToken ct
+    )
+    {
+        return await _db
+            .QuizSessions.Include(q => q.Questions)
+                .ThenInclude(q => q.Options)
+            .FirstOrDefaultAsync(q => q.Id == quizSessionId && q.UserId == userId, ct);
+    }
+
+    public async Task<List<QuizSession>> GetQuizSessionsByUserIdAsync(
+        string userId,
+        CancellationToken ct
+    )
+    {
+        return await _db
+            .QuizSessions.Where(q => q.UserId == userId)
+            .Include(q => q.Questions)
+                .ThenInclude(q => q.Options)
+            .Include(q => q.UserAnswers)
+                .ThenInclude(ua => ua.Option)
+            .OrderByDescending(q => q.CreatedAt)
+            .ToListAsync(ct);
+    }
+
+    public async Task<QuizSession?> GetQuizSessionForSubmitAsync(int quizSessionId, CancellationToken ct)
+    {
+        return await _db.QuizSessions
+            .AsNoTracking()
+            .Include(s => s.Questions)
+            .ThenInclude(q => q.Options)
+            .FirstOrDefaultAsync(s => s.Id == quizSessionId, ct);
+    }
+
+    public async Task ReplaceUserAnswersAsync(int quizSessionId, List<UserAnswer> userAnswers, CancellationToken ct)
+    {
+        var existingAnswers = await _db.Set<UserAnswer>()
+            .Where(a => a.QuizSessionId == quizSessionId)
+            .ToListAsync();
+
+        if (existingAnswers.Count > 0)
+        {
+            _db.Set<UserAnswer>().RemoveRange(existingAnswers);
+        }
+
+        _db.Set<UserAnswer>().AddRange(userAnswers);
+        await _db.SaveChangesAsync(ct);
+    }
+}
diff --git a/note2quiz-backend/Note2Quiz.API/Services/OpenAI/AzureChatClient.cs b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/AzureChatClient.cs
new file mode 100644
index 0000000..2a46571
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/AzureChatClient.cs
@@ -0,0 +1,58 @@
+using Azure;
+using Azure.AI.OpenAI;
+using Note2Quiz.API.Services.OpenAI.Models;
+using OpenAI.Chat;
+using System.ClientModel;
+
+namespace Note2Quiz.API.Services.OpenAI;
+
+public class AzureChatClient : IChatClient
+{
+    private readonly ChatClient _chatClient;
+
+    public AzureChatClient(string endpoint, string apiKey, string deploymentName)
+    {
+        AzureOpenAIClient azureClient = new(
+            new Uri(endpoint),
+            new AzureKeyCredential(apiKey));
+
+        _chatClient = azureClient.GetChatClient(deploymentName);
+    }
+
+    public async Task<string> GetCompletionAsync(
+        string systemPrompt,
+        string userPrompt,
+        ChatSettings settings,
+        CancellationToken ct)
+    {
+        List<ChatMessage> messages = [
+            new SystemChatMessage(systemPrompt),
+            new UserChatMessage(userPrompt)
+        ];
+
+        //JSON-mode + Token-max
+        ChatCompletionOptions options = new()
+        {
+            ResponseFormat = settings.ForceJson
+                ? ChatResponseFormat.CreateJsonObjectFormat()
+                : ChatResponseFormat.CreateTextFormat(),
+
+            MaxOutputTokenCount = settings.MaxTokens ?? 1000,
+            Temperature = 0.7f
+        };
+
+        try
+        {
+            ClientResult<ChatCompletion> completion = await _chatClient.CompleteChatAsync(messages, options, ct);
+            return completion.Value.Content[0].Text;
+        }
+        catch (RequestFailedException ex) when (ex.Status == 429)
+        {
+            //Retry-logic
+            await Task.Delay(2000, ct);
+
+            ClientResult<ChatCompletion> retryCompletion = await _chatClient.CompleteChatAsync(messages, options, ct);
+            return retryCompletion.Value.Content[0].Text;
+        }
+    }
+}
diff --git a/note2quiz-backend/Note2Quiz.API/Services/OpenAI/Models/ChatSettings.cs b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/Models/ChatSettings.cs
new file mode 100644
index 0000000..4a0b237
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/Models/ChatSettings.cs
@@ -0,0 +1,8 @@
+namespace Note2Quiz.API.Services.OpenAI.Models;
+
+public class ChatSettings
+{
+    public bool ForceJson { get; set; }
+    public int? MaxTokens { get; set; }
+    public float Temperature { get; set; } = 0.7f;
+}
diff --git a/note2quiz-backend/Note2Quiz.API/Services/OpenAI/Models/QuizGenQuestion.cs b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/Models/QuizGenQuestion.cs
new file mode 100644
index 0000000..00fac05
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/Models/QuizGenQuestion.cs
@@ -0,0 +1,8 @@
+namespace Note2Quiz.API.Services.OpenAI.Models;
+
+public class QuizGenQuestion
+{
+    public string Question { get; set; } = "";
+    public List<string> Options { get; set; } = new();
+    public int CorrectOptionIndex { get; set; }
+}
\ No newline at end of file
diff --git a/note2quiz-backend/Note2Quiz.API/Services/OpenAI/Models/QuizGenResponse.cs b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/Models/QuizGenResponse.cs
new file mode 100644
index 0000000..51d9f2d
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/Models/QuizGenResponse.cs
@@ -0,0 +1,9 @@
+using Note2Quiz.API.Services.OpenAI.Models;
+
+namespace Note2Quiz.API.Services.OpenAI;
+
+public class QuizGenResponse
+{
+    public string Title { get; set; } = string.Empty;
+    public List<QuizGenQuestion> Questions { get; set; } = new();
+}
\ No newline at end of file
diff --git a/note2quiz-backend/Note2Quiz.API/Services/OpenAI/OpenAIPrompts.cs b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/OpenAIPrompts.cs
new file mode 100644
index 0000000..455913a
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/OpenAIPrompts.cs
@@ -0,0 +1,14 @@
+using Note2Quiz.API.DTOs;
+
+namespace Note2Quiz.API.Services.OpenAI;
+
+public static class OpenAIPrompts
+{
+  public static string BuildUserPrompt(string text, Difficulty difficulty)
+  {
+    return
+        $"Gen 5 MCQs, 4 opt each. " +
+        $"Return JSON: {{title:'', questions:[{{question:'', options:['','','',''], correctOptionIndex:0}}]}}. " +
+        $"Diff: {difficulty}. Text: {text}";
+  }
+}
\ No newline at end of file
diff --git a/note2quiz-backend/Note2Quiz.API/Services/OpenAI/OpenAIResponseParser.cs b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/OpenAIResponseParser.cs
new file mode 100644
index 0000000..bde6982
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/OpenAIResponseParser.cs
@@ -0,0 +1,30 @@
+using System.Text.Json;
+
+namespace Note2Quiz.API.Services.OpenAI;
+
+public static class OpenAIResponseParser
+{
+    public static QuizGenResponse DeserializeStrict(string json)
+    {
+        try
+        {
+            var model = JsonSerializer.Deserialize<QuizGenResponse>(
+                json,
+                new JsonSerializerOptions
+                {
+                    PropertyNameCaseInsensitive = true
+                }
+            );
+
+            if (model == null)
+                throw new InvalidOperationException("Invalid AI response: null.");
+
+            return model;
+        }
+        catch (JsonException ex)
+        {
+            throw new InvalidOperationException("Invalid AI response: not valid JSON.", ex);
+        }
+    }
+
+}
\ No newline at end of file
diff --git a/note2quiz-backend/Note2Quiz.API/Services/OpenAI/OpenAIService.cs b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/OpenAIService.cs
new file mode 100644
index 0000000..8d0c1e8
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/OpenAIService.cs
@@ -0,0 +1,46 @@
+using Note2Quiz.API.DTOs;
+using Note2Quiz.API.Services.OpenAI.Models;
+
+namespace Note2Quiz.API.Services.OpenAI;
+
+public class OpenAIService : IOpenAIService
+{
+    private readonly IChatClient _chatClient;
+
+    private const int MaxSourceChars = 4000;
+
+    public OpenAIService(IChatClient chatClient)
+    {
+        _chatClient = chatClient;
+    }
+
+    public async Task<QuizGenResponse> GenerateQuizAsync(
+    string sourceText,
+    Difficulty difficulty,
+    CancellationToken ct
+)
+    {
+        if (string.IsNullOrWhiteSpace(sourceText))
+            throw new ArgumentException("sourceText is required.");
+
+        var trimmed = TextTruncator.Truncate(sourceText, MaxSourceChars);
+
+        var systemPrompt = "You are a quiz generator. Return ONLY valid JSON. No markdown.";
+
+        var userPrompt = OpenAIPrompts.BuildUserPrompt(trimmed, difficulty);
+
+        var settings = new ChatSettings
+        {
+            ForceJson = true,
+            MaxTokens = 1500
+        };
+
+        var json = await _chatClient.GetCompletionAsync(systemPrompt, userPrompt, settings, ct);
+
+        var model = OpenAIResponseParser.DeserializeStrict(json);
+
+        OpenAIValidator.Validate(model);
+
+        return model;
+    }
+}
\ No newline at end of file
diff --git a/note2quiz-backend/Note2Quiz.API/Services/OpenAI/OpenAIValidator.cs b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/OpenAIValidator.cs
new file mode 100644
index 0000000..79c43a5
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/OpenAIValidator.cs
@@ -0,0 +1,46 @@
+namespace Note2Quiz.API.Services.OpenAI;
+
+public static class OpenAIValidator
+{
+    public static void Validate(QuizGenResponse model)
+    {
+        if (model == null)
+            throw new InvalidOperationException("AI response was null.");
+
+        if (string.IsNullOrWhiteSpace(model.Title))
+            model.Title = "Untitled Quiz";
+
+        if (model?.Questions == null || model.Questions.Count == 0)
+            throw new InvalidOperationException("AI response missing questions.");
+
+        foreach (var q in model.Questions.ToList())
+        {
+            if (string.IsNullOrWhiteSpace(q.Question) || q.Options == null || q.Options.Count < 2) //Accept at least 2 options to save the call
+            {
+                model.Questions.Remove(q);
+                continue;
+            }
+
+            // Index validation
+            if (q.CorrectOptionIndex < 0 || q.CorrectOptionIndex >= q.Options.Count)
+            {
+                model.Questions.Remove(q);
+                continue;
+            }
+
+            var distinctCount = q
+                .Options.Select(x => x?.Trim() ?? "")
+                .Where(x => !string.IsNullOrEmpty(x))
+                .Distinct(StringComparer.OrdinalIgnoreCase)
+                .Count();
+
+            if (distinctCount != q.Options.Count)
+            {
+                model.Questions.Remove(q);
+            }
+        }
+
+        if (model.Questions.Count == 0)
+            throw new InvalidOperationException("No valid questions remained after validation.");
+    }
+}
diff --git a/note2quiz-backend/Note2Quiz.API/Services/OpenAI/TextTruncator.cs b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/TextTruncator.cs
new file mode 100644
index 0000000..aa41091
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Services/OpenAI/TextTruncator.cs
@@ -0,0 +1,11 @@
+namespace Note2Quiz.API.Services.OpenAI;
+
+public static class TextTruncator
+{
+    public static string Truncate(string text, int maxChars)
+    {
+        if (text.Length <= maxChars) return text;
+
+        return text.Substring(0, maxChars);
+    }
+}
\ No newline at end of file
diff --git a/note2quiz-backend/Note2Quiz.API/Services/OpenAIService.cs b/note2quiz-backend/Note2Quiz.API/Services/OpenAIService.cs
deleted file mode 100644
index 999046d..0000000
--- a/note2quiz-backend/Note2Quiz.API/Services/OpenAIService.cs
+++ /dev/null
@@ -1 +0,0 @@
-namespace Note2Quiz.API.Services;
\ No newline at end of file
diff --git a/note2quiz-backend/Note2Quiz.API/Services/QuizService.cs b/note2quiz-backend/Note2Quiz.API/Services/QuizService.cs
index 999046d..da290bb 100644
--- a/note2quiz-backend/Note2Quiz.API/Services/QuizService.cs
+++ b/note2quiz-backend/Note2Quiz.API/Services/QuizService.cs
@@ -1 +1,197 @@
-namespace Note2Quiz.API.Services;
\ No newline at end of file
+using Note2Quiz.API.DTOs;
+using Note2Quiz.API.Interfaces;
+using Note2Quiz.API.Models;
+
+namespace Note2Quiz.API.Services;
+
+public class QuizService : IQuizService
+{
+    private readonly IQuizRepository _repo;
+    private readonly IOpenAIService _openAi;
+    private readonly IVisionService _vision;
+
+    public QuizService(IQuizRepository repo, IOpenAIService openAi, IVisionService vision)
+    {
+        _repo = repo;
+        _openAi = openAi;
+        _vision = vision;
+    }
+
+    public async Task<QuizResponse> CreateQuizAsync(
+        string userId,
+        CreateQuizRequest request,
+        CancellationToken ct
+    )
+    {
+        await using var stream = request.Image.OpenReadStream();
+        string text;
+
+        using (stream)
+        {
+            text = await _vision.ExtractTextFromImageAsync(stream, ct);
+        }
+
+        if (string.IsNullOrWhiteSpace(text) || text.Length < 50)
+        {
+            throw new InvalidOperationException(
+                "The image does not contain enough readable text to generate a quiz."
+            );
+        }
+
+        var aiQuestions = await _openAi.GenerateQuizAsync(text, request.Difficulty, ct);
+
+        var session = new QuizSession
+        {
+            UserId = userId,
+            CreatedAt = DateTime.UtcNow,
+            Difficulty = request.Difficulty,
+            Title = aiQuestions.Title,
+            Questions = aiQuestions.Questions
+          .Select(q => new Question
+          {
+              Text = q.Question.Trim(),
+              CreatedAt = DateTime.UtcNow,
+              Options = q.Options
+                  .Select((opt, index) => new Option
+                  {
+                      Text = opt.Trim(),
+                      IsCorrect = index == q.CorrectOptionIndex
+                  })
+                  .ToList()
+          })
+          .ToList()
+        };
+
+        var saved = await _repo.CreateQuizSessionAsync(session, ct);
+
+        return new QuizResponse(
+            QuizSessionId: saved.Id,
+            Questions: saved
+                .Questions.Select(q => new QuestionDto(
+                    Id: q.Id,
+                    Text: q.Text,
+                    Options: q.Options.Select(o => new OptionDto(o.Id, o.Text))
+                        .ToList()
+                ))
+                .ToList()
+        );
+    }
+
+    public async Task<QuizResponse> GetQuizAsync(
+        string userId,
+        int quizSessionId,
+        CancellationToken ct
+    )
+    {
+        var session = await _repo.GetQuizSessionById(userId, quizSessionId, ct);
+
+        if (session == null)
+            throw new Exception("Quiz not found");
+
+        var questions = session
+            .Questions.Select(q => new QuestionDto(
+                q.Id,
+                q.Text,
+                q.Options.Select(o => new OptionDto(o.Id, o.Text)).ToList()
+            ))
+            .ToList();
+
+        return new QuizResponse(session.Id, questions);
+    }
+
+    public async Task<List<QuizHistoryItemDto>> GetQuizzesAsync(string userId, CancellationToken ct)
+    {
+        var session = await _repo.GetQuizSessionsByUserIdAsync(userId, ct);
+        return session
+            .Select(s => new QuizHistoryItemDto(
+                QuizSessionId: s.Id,
+                CreatedAt: s.CreatedAt,
+                QuestionCount: s.Questions.Count,
+                Score: s.UserAnswers.Any() ? s.UserAnswers.Count(ua => ua.Option.IsCorrect) : null,
+                Difficulty: s.Difficulty,
+                Title: s.Title
+            ))
+            .ToList();
+    }
+
+    public async Task<SubmitQuizResponse> SubmitQuizAsync(
+    string userId,
+    SubmitQuizRequest request,
+    CancellationToken ct)
+    {
+        QuizSubmissionValidator.ValidateSubmitRequest(request);
+
+        var session = await _repo.GetQuizSessionForSubmitAsync(request.QuizSessionId, ct);
+
+        QuizSubmissionValidator.ValidateSession(session, userId);
+        QuizSubmissionValidator.ValidateAnswers(request, session!);
+
+        var evaluation = EvaluateAnswers(session!, request.Answers);
+
+        await _repo.ReplaceUserAnswersAsync(session!.Id, evaluation.UserAnswers, ct);
+
+        return new SubmitQuizResponse(
+            QuizSessionId: session.Id,
+            Score: evaluation.Score,
+            TotalQuestions: session.Questions.Count,
+            Results: evaluation.Results.OrderBy(r => r.QuestionId).ToList()
+        );
+    }
+
+    private static SubmitEvaluation EvaluateAnswers(
+        QuizSession session,
+        List<AnswerDto> answers)
+    {
+        var userAnswers = new List<UserAnswer>();
+        var results = new List<QuestionResultDto>();
+        var score = 0;
+
+        foreach (var answer in answers)
+        {
+            var question = session.Questions.First(q => q.Id == answer.QuestionId);
+
+            var selected = question.Options.FirstOrDefault(o => o.Id == answer.SelectedOptionId);
+            if (selected == null)
+                throw new InvalidOperationException("Selected option does not belong to the question.");
+
+            var correct = question.Options.FirstOrDefault(o => o.IsCorrect);
+            if (correct == null)
+                throw new InvalidOperationException("Question has no correct option configured.");
+
+            var isCorrect = selected.Id == correct.Id;
+
+            if (isCorrect)
+            {
+                score++;
+            }
+
+            userAnswers.Add(new UserAnswer
+            {
+                QuizSessionId = session.Id,
+                QuestionId = question.Id,
+                OptionId = selected.Id
+            });
+
+            results.Add(new QuestionResultDto(
+                QuestionId: question.Id,
+                SelectedOptionId: selected.Id,
+                CorrectOptionId: correct.Id,
+                IsCorrect: isCorrect
+            ));
+        }
+
+        return new SubmitEvaluation
+        {
+            Score = score,
+            UserAnswers = userAnswers,
+            Results = results
+        };
+    }
+
+    private sealed class SubmitEvaluation
+    {
+        public int Score { get; set; }
+        public List<UserAnswer> UserAnswers { get; set; } = new();
+        public List<QuestionResultDto> Results { get; set; } = new();
+    }
+}
diff --git a/note2quiz-backend/Note2Quiz.API/Services/QuizSubmissionValidator.cs b/note2quiz-backend/Note2Quiz.API/Services/QuizSubmissionValidator.cs
new file mode 100644
index 0000000..24daa4e
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.API/Services/QuizSubmissionValidator.cs
@@ -0,0 +1,54 @@
+namespace Note2Quiz.API.Services;
+
+using Note2Quiz.API.DTOs;
+using Note2Quiz.API.Models;
+
+public static class QuizSubmissionValidator
+{
+    public static void ValidateSubmitRequest(SubmitQuizRequest request)
+    {
+        if (request == null)
+            throw new ArgumentNullException(nameof(request));
+
+        if (request.QuizSessionId <= 0)
+            throw new ArgumentException("QuizSessionId is invalid.", nameof(request.QuizSessionId));
+
+        if (request.Answers == null || request.Answers.Count == 0)
+            throw new ArgumentException("Answers are required.", nameof(request.Answers));
+    }
+
+    public static void ValidateSession(QuizSession? session, string userId)
+    {
+        if (session == null)
+            throw new InvalidOperationException("Quiz session not found.");
+
+        if (session.UserId != userId)
+            throw new UnauthorizedAccessException("This quiz session does not belong to the current user.");
+    }
+
+    public static void ValidateAnswers(SubmitQuizRequest request, QuizSession session)
+    {
+        if (request.Answers.Count != session.Questions.Count)
+            throw new InvalidOperationException("Answers must include exactly one answer per question.");
+
+        var duplicateQuestionIds = request.Answers
+            .GroupBy(a => a.QuestionId)
+            .Where(g => g.Count() > 1)
+            .Select(g => g.Key)
+            .ToList();
+
+        if (duplicateQuestionIds.Count > 0)
+            throw new InvalidOperationException("Duplicate answers for the same question are not allowed.");
+
+        var questionIds = session.Questions
+            .Select(q => q.Id)
+            .ToHashSet();
+
+        var answerQuestionIds = request.Answers
+            .Select(a => a.QuestionId)
+            .ToHashSet();
+
+        if (!questionIds.SetEquals(answerQuestionIds))
+            throw new InvalidOperationException("Answers must include exactly one answer per question.");
+    }
+}
\ No newline at end of file
diff --git a/note2quiz-backend/Note2Quiz.API/Services/VisionService.cs b/note2quiz-backend/Note2Quiz.API/Services/VisionService.cs
index 999046d..d1f42a1 100644
--- a/note2quiz-backend/Note2Quiz.API/Services/VisionService.cs
+++ b/note2quiz-backend/Note2Quiz.API/Services/VisionService.cs
@@ -1 +1,31 @@
-namespace Note2Quiz.API.Services;
\ No newline at end of file
+using Azure.AI.Vision.ImageAnalysis;
+using Note2Quiz.API.Interfaces;
+
+namespace Note2Quiz.API.Services;
+
+public class VisionService : IVisionService
+{
+    private readonly ImageAnalysisClient _client;
+
+    public VisionService(ImageAnalysisClient client)
+    {
+        _client = client;
+    }
+
+    public async Task<string> ExtractTextFromImageAsync(Stream imageStream, CancellationToken ct)
+    {
+        var data = await BinaryData.FromStreamAsync(imageStream, ct);
+
+        var result = await _client.AnalyzeAsync(
+            data,
+            VisualFeatures.Read,
+            cancellationToken: ct
+        );
+
+        var lines = result.Value.Read.Blocks
+            .SelectMany(b => b.Lines)
+            .Select(l => l.Text);
+
+        return string.Join(" ", lines);
+    }
+}
diff --git a/note2quiz-backend/Note2Quiz.API/appsettings.json b/note2quiz-backend/Note2Quiz.API/appsettings.json
index 10f68b8..925e4e4 100644
--- a/note2quiz-backend/Note2Quiz.API/appsettings.json
+++ b/note2quiz-backend/Note2Quiz.API/appsettings.json
@@ -5,5 +5,17 @@
       "Microsoft.AspNetCore": "Warning"
     }
   },
-  "AllowedHosts": "*"
+  "Clerk": {
+    "Authority": "https://endless-shiner-68.clerk.accounts.dev",
+     "Audience": "note2quiz-api"
+  },
+  "AllowedHosts": "*",
+  "AzureOpenAI": {
+    "Endpoint": "",
+    "ApiKey": "",
+    "DeploymentName": ""
+  },
+  "ConnectionStrings": {
+    "DefaultConnection": ""
+  }
 }
diff --git a/note2quiz-backend/Note2Quiz.Tests/Note2Quiz.Tests.csproj b/note2quiz-backend/Note2Quiz.Tests/Note2Quiz.Tests.csproj
index 0ee8b32..32c1a21 100644
--- a/note2quiz-backend/Note2Quiz.Tests/Note2Quiz.Tests.csproj
+++ b/note2quiz-backend/Note2Quiz.Tests/Note2Quiz.Tests.csproj
@@ -10,6 +10,7 @@
   <ItemGroup>
     <PackageReference Include="coverlet.collector" Version="6.0.4" />
     <PackageReference Include="Microsoft.NET.Test.Sdk" Version="17.14.1" />
+    <PackageReference Include="Moq" Version="4.20.72" />
     <PackageReference Include="xunit" Version="2.9.3" />
     <PackageReference Include="xunit.runner.visualstudio" Version="3.1.4" />
   </ItemGroup>
diff --git a/note2quiz-backend/Note2Quiz.Tests/OpenAIServiceTests.cs b/note2quiz-backend/Note2Quiz.Tests/OpenAIServiceTests.cs
new file mode 100644
index 0000000..688085a
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.Tests/OpenAIServiceTests.cs
@@ -0,0 +1,153 @@
+using Moq;
+using Note2Quiz.API.DTOs;
+using Note2Quiz.API.Services.OpenAI;
+using Note2Quiz.API.Services.OpenAI.Models;
+
+namespace Note2Quiz.Tests.Services;
+
+public class OpenAIServiceTests
+{
+    [Fact]
+    public async Task GenerateQuizAsync_ReturnsQuestions_WhenJsonIsValid()
+    {
+        // Arrange
+        var chat = new Mock<IChatClient>();
+
+        chat.Setup(x =>
+                x.GetCompletionAsync(
+                    It.IsAny<string>(),
+                    It.IsAny<string>(),
+                    It.IsAny<ChatSettings>(),
+                    It.IsAny<CancellationToken>()
+                )
+            )
+            .ReturnsAsync(
+                """
+                {
+                  "questions": [
+                    { "question": "Q1", "options": ["A","B","C","D"], "correctOptionIndex": 1 },
+                    { "question": "Q2", "options": ["A","B","C","D"], "correctOptionIndex": 2 },
+                    { "question": "Q3", "options": ["A","B","C","D"], "correctOptionIndex": 0 },
+                    { "question": "Q4", "options": ["A","B","C","D"], "correctOptionIndex": 3 },
+                    { "question": "Q5", "options": ["A","B","C","D"], "correctOptionIndex": 1 }
+                  ]
+                }
+                """
+            );
+
+        var sut = new OpenAIService(chat.Object);
+
+        // Act
+        var result = await sut.GenerateQuizAsync(
+            "some text",
+            Difficulty.Easy,
+            CancellationToken.None
+        );
+
+        // Assert
+        Assert.Equal(5, result.Questions.Count);
+        foreach (var q in result.Questions)
+        {
+            Assert.False(string.IsNullOrWhiteSpace(q.Question));
+            Assert.Equal(4, q.Options.Count);
+            Assert.InRange(q.CorrectOptionIndex, 0, 3);
+        }
+    }
+
+    [Fact]
+    public async Task GenerateQuizAsync_SalvagesValidQuestions_WhenSomeAreInvalid()
+    {
+        // Arrange
+        var chat = new Mock<IChatClient>();
+
+        chat.Setup(x =>
+                x.GetCompletionAsync(
+                    It.IsAny<string>(),
+                    It.IsAny<string>(),
+                    It.IsAny<ChatSettings>(),
+                    It.IsAny<CancellationToken>()
+                )
+            )
+            .ReturnsAsync(
+                """
+                {
+                  "questions": [
+                    { "question": "Broken Q", "options": ["OnlyOne"], "correctOptionIndex": 0 },
+                    { "question": "Valid Q", "options": ["A","B","C","D"], "correctOptionIndex": 1 }
+                  ]
+                }
+                """
+            );
+
+        var sut = new OpenAIService(chat.Object);
+
+        // Act
+        var result = await sut.GenerateQuizAsync(
+            "some text",
+            Difficulty.Easy,
+            CancellationToken.None
+        );
+
+        // Assert
+        // remove Q instead of thowing exception
+        Assert.Single(result.Questions);
+        Assert.Equal("Valid Q", result.Questions[0].Question);
+    }
+
+    [Fact]
+    public async Task GenerateQuizAsync_Throws_WhenNoValidQuestionsRemain()
+    {
+        // Arrange
+        var chat = new Mock<IChatClient>();
+
+        chat.Setup(x =>
+                x.GetCompletionAsync(
+                    It.IsAny<string>(),
+                    It.IsAny<string>(),
+                    It.IsAny<ChatSettings>(),
+                    It.IsAny<CancellationToken>()
+                )
+            )
+            .ReturnsAsync(
+                """
+                {
+                  "questions": [
+                    { "question": "Bad Q", "options": ["A"], "correctOptionIndex": 99 }
+                  ]
+                }
+                """
+            );
+
+        var sut = new OpenAIService(chat.Object);
+
+        // Act & Assert
+        // Throws exception only when the list is completely empty after filtering
+        await Assert.ThrowsAsync<InvalidOperationException>(() =>
+            sut.GenerateQuizAsync("some text", Difficulty.Easy, CancellationToken.None)
+        );
+    }
+
+    [Fact]
+    public async Task GenerateQuizAsync_Throws_WhenJsonIsInvalid()
+    {
+        // Arrange
+        var chat = new Mock<IChatClient>();
+
+        chat.Setup(x =>
+                x.GetCompletionAsync(
+                    It.IsAny<string>(),
+                    It.IsAny<string>(),
+                    It.IsAny<ChatSettings>(),
+                    It.IsAny<CancellationToken>()
+                )
+            )
+            .ReturnsAsync("not-json");
+
+        var sut = new OpenAIService(chat.Object);
+
+        // Act & Assert
+        await Assert.ThrowsAsync<InvalidOperationException>(() =>
+            sut.GenerateQuizAsync("some text", Difficulty.Easy, CancellationToken.None)
+        );
+    }
+}
diff --git a/note2quiz-backend/Note2Quiz.Tests/QuizServiceTests.cs b/note2quiz-backend/Note2Quiz.Tests/QuizServiceTests.cs
new file mode 100644
index 0000000..69948e9
--- /dev/null
+++ b/note2quiz-backend/Note2Quiz.Tests/QuizServiceTests.cs
@@ -0,0 +1,250 @@
+using Microsoft.AspNetCore.Http;
+using Moq;
+using Note2Quiz.API.DTOs;
+using Note2Quiz.API.Interfaces;
+using Note2Quiz.API.Models;
+using Note2Quiz.API.Services.OpenAI;
+using Note2Quiz.API.Services.OpenAI.Models;
+using Microsoft.AspNetCore.Http;
+
+namespace Note2Quiz.API.Services;
+
+public class QuizServiceTests
+{
+    [Fact]
+    public async Task CreateQuizAsync_ValidText_MapsEverythingCorrectly()
+    {
+        // arrange
+        var vision = new Mock<IVisionService>();
+        var openAi = new Mock<IOpenAIService>();
+        var repo = new Mock<IQuizRepository>();
+
+        var validText =
+            "This is a long enough source text that should pass the 50 characters validation gatekeeper.";
+
+        var file = new Mock<IFormFile>();
+        file.SetupGet(f => f.Length).Returns(1);
+        file.SetupGet(f => f.ContentType).Returns("image/png");
+        file.Setup(f => f.OpenReadStream()).Returns(new MemoryStream(new byte[] { 1, 2, 3 }));
+
+        var request = new CreateQuizRequest(file.Object, Difficulty.Easy);
+
+        vision
+            .Setup(v =>
+                v.ExtractTextFromImageAsync(It.IsAny<Stream>(), It.IsAny<CancellationToken>())
+            )
+            .ReturnsAsync(validText);
+
+        var aiResponse = new QuizGenResponse
+        {
+            Title = "Test Quiz",
+            Questions = new List<QuizGenQuestion>
+            {
+                new QuizGenQuestion
+                {
+                    Question = " Q1 ",
+                    Options = new() { " A ", "B", "C", "D" },
+                    CorrectOptionIndex = 0,
+                },
+                new QuizGenQuestion
+                {
+                    Question = "Q2",
+                    Options = new() { "A", " B ", "C", "D" },
+                    CorrectOptionIndex = 1,
+                },
+                new QuizGenQuestion
+                {
+                    Question = "Q3",
+                    Options = new() { "A", "B", " C ", "D" },
+                    CorrectOptionIndex = 2,
+                },
+                new QuizGenQuestion
+                {
+                    Question = "Q4",
+                    Options = new() { "A", "B", "C", " D " },
+                    CorrectOptionIndex = 3,
+                },
+                new QuizGenQuestion
+                {
+                    Question = "Q5",
+                    Options = new() { "A", "B", "C", "D" },
+                    CorrectOptionIndex = 0,
+                },
+            },
+        };
+
+        openAi
+            .Setup(o =>
+                o.GenerateQuizAsync(validText, Difficulty.Easy, It.IsAny<CancellationToken>())
+            )
+            .ReturnsAsync(aiResponse);
+
+        QuizSession? captured = null;
+
+        repo.Setup(r =>
+                r.CreateQuizSessionAsync(It.IsAny<QuizSession>(), It.IsAny<CancellationToken>())
+            )
+            .Callback<QuizSession, CancellationToken>((s, _) => captured = s)
+            .ReturnsAsync(
+                (QuizSession s, CancellationToken _) =>
+                {
+                    s.Id = 123;
+                    int qId = 10,
+                        oId = 100;
+                    foreach (var q in s.Questions)
+                    {
+                        q.Id = qId++;
+                        foreach (var o in q.Options)
+                            o.Id = oId++;
+                    }
+                    return s;
+                }
+            );
+
+        var sut = new QuizService(repo.Object, openAi.Object, vision.Object);
+
+        // act
+        var dto = await sut.CreateQuizAsync("user-1", request, CancellationToken.None);
+
+        // assert - Verify calls
+        vision.Verify(
+            v => v.ExtractTextFromImageAsync(It.IsAny<Stream>(), It.IsAny<CancellationToken>()),
+            Times.Once
+        );
+        openAi.Verify(
+            o => o.GenerateQuizAsync(validText, Difficulty.Easy, It.IsAny<CancellationToken>()),
+            Times.Once
+        );
+        repo.Verify(
+            r => r.CreateQuizSessionAsync(It.IsAny<QuizSession>(), It.IsAny<CancellationToken>()),
+            Times.Once
+        );
+
+        // assert - Mapping and Trimming logic
+        Assert.NotNull(captured);
+        Assert.Equal("user-1", captured!.UserId);
+        Assert.Equal(5, captured.Questions.Count);
+        Assert.Equal("Q1", captured.Questions.First().Text);
+        Assert.Equal("A", captured.Questions.First().Options.First().Text);
+
+        // assert - DTO structure
+        Assert.Equal(123, dto.QuizSessionId);
+        Assert.Equal(5, dto.Questions.Count);
+        Assert.All(dto.Questions, q => Assert.Equal(4, q.Options.Count));
+    }
+
+    [Fact]
+    public async Task CreateQuizAsync_TooShortText_ThrowsInvalidOperationException()
+    {
+        // arrange
+        var vision = new Mock<IVisionService>();
+        var openAi = new Mock<IOpenAIService>();
+        var repo = new Mock<IQuizRepository>();
+
+        var shortText = "Too short"; // Under 50 char
+
+        var file = new Mock<IFormFile>();
+        file.SetupGet(f => f.Length).Returns(1);
+        file.SetupGet(f => f.ContentType).Returns("image/png");
+        file.Setup(f => f.OpenReadStream()).Returns(new MemoryStream(new byte[] { 1, 2, 3 }));
+
+        var request = new CreateQuizRequest(file.Object, Difficulty.Easy);
+
+        vision
+            .Setup(v =>
+                v.ExtractTextFromImageAsync(It.IsAny<Stream>(), It.IsAny<CancellationToken>())
+            )
+            .ReturnsAsync(shortText);
+
+        var sut = new QuizService(repo.Object, openAi.Object, vision.Object);
+
+        // act & assert
+        var ex = await Assert.ThrowsAsync<InvalidOperationException>(() =>
+            sut.CreateQuizAsync("user-1", request, CancellationToken.None)
+        );
+
+        Assert.Contains("enough readable text", ex.Message);
+
+        openAi.Verify(
+            o =>
+                o.GenerateQuizAsync(
+                    It.IsAny<string>(),
+                    It.IsAny<Difficulty>(),
+                    It.IsAny<CancellationToken>()
+                ),
+            Times.Never
+        );
+    }
+
+    [Fact]
+    public async Task GetQuizAsync_ReturnsQuiz_WhenSessionExists()
+    {
+        // arrange
+        var repo = new Mock<IQuizRepository>();
+        var openAi = new Mock<IOpenAIService>();
+        var vision = new Mock<IVisionService>();
+
+        var session = new QuizSession
+        {
+            Id = 1,
+            UserId = "user-1",
+            Questions = new List<Question>
+            {
+                new Question
+                {
+                    Id = 10,
+                    Text = "What is 2+2?",
+                    Options = new List<Option>
+                    {
+                        new Option
+                        {
+                            Id = 1,
+                            Text = "3",
+                            IsCorrect = false,
+                        },
+                        new Option
+                        {
+                            Id = 2,
+                            Text = "4",
+                            IsCorrect = true,
+                        },
+                        new Option
+                        {
+                            Id = 3,
+                            Text = "5",
+                            IsCorrect = false,
+                        },
+                        new Option
+                        {
+                            Id = 4,
+                            Text = "6",
+                            IsCorrect = false,
+                        },
+                    },
+                },
+            },
+        };
+
+        repo.Setup(r => r.GetQuizSessionById("user-1", 1, It.IsAny<CancellationToken>()))
+            .ReturnsAsync(session);
+
+        var sut = new QuizService(repo.Object, openAi.Object, vision.Object);
+
+        // act
+        var result = await sut.GetQuizzAsync("user-1", 1, CancellationToken.None);
+
+        // assert
+        Assert.NotNull(result);
+        Assert.Equal(1, result.QuizSessionId);
+        Assert.Single(result.Questions);
+
+        var question = result.Questions.First();
+        Assert.Equal("What is 2+2?", question.Text);
+        Assert.Equal(4, question.Options.Count);
+
+        repo.Verify(
+            r => r.GetQuizSessionById("user-1", 1, It.IsAny<CancellationToken>()),
+            Times.Once
+        );
+    }
+}
diff --git a/note2quiz-backend/Note2Quiz.Tests/UnitTest1.cs b/note2quiz-backend/Note2Quiz.Tests/UnitTest1.cs
deleted file mode 100644
index 3140b02..0000000
--- a/note2quiz-backend/Note2Quiz.Tests/UnitTest1.cs
+++ /dev/null
@@ -1,11 +0,0 @@
-namespace Note2Quiz.Tests;
-
-public class UnitTest1
-{
-    [Fact]
-    public void Test1()
-    {
-        Assert.True(true);
-    }
-}
-
diff --git a/note2quiz-ui/.env b/note2quiz-ui/.env
deleted file mode 100644
index 972272b..0000000
--- a/note2quiz-ui/.env
+++ /dev/null
@@ -1 +0,0 @@
-VITE_CLERK_PUBLISHABLE_KEY=pk_test_ZW5kbGVzcy1zaGluZXItNjguY2xlcmsuYWNjb3VudHMuZGV2JA
\ No newline at end of file
diff --git a/note2quiz-ui/.gitignore b/note2quiz-ui/.gitignore
index 3b0b403..e23c12b 100644
--- a/note2quiz-ui/.gitignore
+++ b/note2quiz-ui/.gitignore
@@ -22,5 +22,5 @@ dist-ssr
 *.njsproj
 *.sln
 *.sw?
-
-.env
\ No newline at end of file
+.env
+.env.*
\ No newline at end of file
diff --git a/note2quiz-ui/index.html b/note2quiz-ui/index.html
index 2f41766..858fb8c 100644
--- a/note2quiz-ui/index.html
+++ b/note2quiz-ui/index.html
@@ -3,7 +3,7 @@
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Note2Quiz — Turn Notes into Quizzes with AI</title>
+    <title>Note2QuizAI — Turn Notes into Quizzes with AI</title>
     <meta name="description" content="Upload your notes and instantly generate quiz questions with AI. Study smarter with Note2Quiz." />
     <meta name="author" content="Lovable" />
 
diff --git a/note2quiz-ui/package-lock.json b/note2quiz-ui/package-lock.json
index a6d929b..fb2d614 100644
--- a/note2quiz-ui/package-lock.json
+++ b/note2quiz-ui/package-lock.json
@@ -63,19 +63,23 @@
       "devDependencies": {
         "@eslint/js": "^9.32.0",
         "@tailwindcss/typography": "^0.5.16",
-        "@testing-library/jest-dom": "^6.6.0",
-        "@testing-library/react": "^16.0.0",
+        "@testing-library/jest-dom": "^6.9.1",
+        "@testing-library/react": "^16.3.2",
+        "@testing-library/user-event": "^14.6.1",
         "@types/node": "^22.16.5",
         "@types/react": "^18.3.23",
         "@types/react-dom": "^18.3.7",
+        "@vitejs/plugin-react": "^5.1.4",
         "@vitejs/plugin-react-swc": "^3.11.0",
         "autoprefixer": "^10.4.21",
         "eslint": "^9.32.0",
         "eslint-plugin-react-hooks": "^5.2.0",
         "eslint-plugin-react-refresh": "^0.4.20",
         "globals": "^15.15.0",
+        "jest": "^30.2.0",
         "jsdom": "^20.0.3",
         "lovable-tagger": "^1.1.13",
+        "msw": "^2.12.10",
         "postcss": "^8.5.6",
         "tailwindcss": "^3.4.17",
         "typescript": "^5.8.3",
@@ -109,7 +113,6 @@
       "integrity": "sha512-9NhCeYjq9+3uxgdtp20LSiJXJvN0FeCtNGpJxuMFZ1Kv3cWUNb6DOhJwUvcVCzKGR66cw4njwM6hrJLqgOwbcw==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "dependencies": {
         "@babel/helper-validator-identifier": "^7.28.5",
         "js-tokens": "^4.0.0",
@@ -119,1878 +122,2170 @@
         "node": ">=6.9.0"
       }
     },
-    "node_modules/@babel/helper-validator-identifier": {
-      "version": "7.28.5",
-      "resolved": "https://registry.npmjs.org/@babel/helper-validator-identifier/-/helper-validator-identifier-7.28.5.tgz",
-      "integrity": "sha512-qSs4ifwzKJSV39ucNjsvc6WVHs6b7S03sOh2OcHF9UHfVPqWWALUsNUVzhSBiItjRZoLHx7nIarVjqKVusUZ1Q==",
+    "node_modules/@babel/compat-data": {
+      "version": "7.29.0",
+      "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.29.0.tgz",
+      "integrity": "sha512-T1NCJqT/j9+cn8fvkt7jtwbLBfLC/1y1c7NtCeXFRgzGTsafi68MRv8yzkYSapBnFA6L3U2VSc02ciDzoAJhJg==",
       "dev": true,
       "license": "MIT",
-      "peer": true,
       "engines": {
         "node": ">=6.9.0"
       }
     },
-    "node_modules/@babel/runtime": {
-      "version": "7.28.2",
-      "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.28.2.tgz",
-      "integrity": "sha512-KHp2IflsnGywDjBWDkR9iEqiWSpc8GIi0lgTT3mOElT0PP1tG26P4tmFI2YvAdzgq9RGyoHZQEIEdZy6Ec5xCA==",
+    "node_modules/@babel/core": {
+      "version": "7.29.0",
+      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.29.0.tgz",
+      "integrity": "sha512-CGOfOJqWjg2qW/Mb6zNsDm+u5vFQ8DxXfbM09z69p5Z6+mE1ikP2jUXw+j42Pf1XTYED2Rni5f95npYeuwMDQA==",
+      "dev": true,
       "license": "MIT",
+      "dependencies": {
+        "@babel/code-frame": "^7.29.0",
+        "@babel/generator": "^7.29.0",
+        "@babel/helper-compilation-targets": "^7.28.6",
+        "@babel/helper-module-transforms": "^7.28.6",
+        "@babel/helpers": "^7.28.6",
+        "@babel/parser": "^7.29.0",
+        "@babel/template": "^7.28.6",
+        "@babel/traverse": "^7.29.0",
+        "@babel/types": "^7.29.0",
+        "@jridgewell/remapping": "^2.3.5",
+        "convert-source-map": "^2.0.0",
+        "debug": "^4.1.0",
+        "gensync": "^1.0.0-beta.2",
+        "json5": "^2.2.3",
+        "semver": "^6.3.1"
+      },
       "engines": {
         "node": ">=6.9.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/babel"
       }
     },
-    "node_modules/@clerk/clerk-react": {
-      "version": "5.61.2",
-      "resolved": "https://registry.npmjs.org/@clerk/clerk-react/-/clerk-react-5.61.2.tgz",
-      "integrity": "sha512-hyesLJgGmIPmhUmZ5oevid4yv8N6+0cXfE3dfHDZ2WIRyjeAPRp/pqGr1t77Z1ruQo4dhp8vZZ6SdDrzzAsdkg==",
+    "node_modules/@babel/core/node_modules/semver": {
+      "version": "6.3.1",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz",
+      "integrity": "sha512-BR7VvDCVHO+q2xBEWskxS6DJE1qRnb7DxzUrogb71CWoSficBxYsiAGd+Kl0mmq/MprG9yArRkyrQxTO6XjMzA==",
+      "dev": true,
+      "license": "ISC",
+      "bin": {
+        "semver": "bin/semver.js"
+      }
+    },
+    "node_modules/@babel/generator": {
+      "version": "7.29.1",
+      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.29.1.tgz",
+      "integrity": "sha512-qsaF+9Qcm2Qv8SRIMMscAvG4O3lJ0F1GuMo5HR/Bp02LopNgnZBC/EkbevHFeGs4ls/oPz9v+Bsmzbkbe+0dUw==",
+      "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@clerk/shared": "^3.47.1",
-        "tslib": "2.8.1"
+        "@babel/parser": "^7.29.0",
+        "@babel/types": "^7.29.0",
+        "@jridgewell/gen-mapping": "^0.3.12",
+        "@jridgewell/trace-mapping": "^0.3.28",
+        "jsesc": "^3.0.2"
       },
       "engines": {
-        "node": ">=18.17.0"
-      },
-      "peerDependencies": {
-        "react": "^18.0.0 || ~19.0.3 || ~19.1.4 || ~19.2.3 || ~19.3.0-0",
-        "react-dom": "^18.0.0 || ~19.0.3 || ~19.1.4 || ~19.2.3 || ~19.3.0-0"
+        "node": ">=6.9.0"
       }
     },
-    "node_modules/@clerk/shared": {
-      "version": "3.47.1",
-      "resolved": "https://registry.npmjs.org/@clerk/shared/-/shared-3.47.1.tgz",
-      "integrity": "sha512-/1Ia5dFj0GZPTEjfuyaq3WMeLMB0EnJz8Zewykr3XRm6GnkX6VuhANn9HCT8/PAHBucHFo4VQvWRX2gojeF0dQ==",
-      "hasInstallScript": true,
+    "node_modules/@babel/helper-compilation-targets": {
+      "version": "7.28.6",
+      "resolved": "https://registry.npmjs.org/@babel/helper-compilation-targets/-/helper-compilation-targets-7.28.6.tgz",
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+      "dev": true,
       "license": "MIT",
       "dependencies": {
-        "csstype": "3.1.3",
-        "dequal": "2.0.3",
-        "glob-to-regexp": "0.4.1",
-        "js-cookie": "3.0.5",
-        "std-env": "^3.9.0",
-        "swr": "2.3.4"
+        "@babel/compat-data": "^7.28.6",
+        "@babel/helper-validator-option": "^7.27.1",
+        "browserslist": "^4.24.0",
+        "lru-cache": "^5.1.1",
+        "semver": "^6.3.1"
       },
       "engines": {
-        "node": ">=18.17.0"
-      },
-      "peerDependencies": {
-        "react": "^18.0.0 || ~19.0.3 || ~19.1.4 || ~19.2.3 || ~19.3.0-0",
-        "react-dom": "^18.0.0 || ~19.0.3 || ~19.1.4 || ~19.2.3 || ~19.3.0-0"
-      },
-      "peerDependenciesMeta": {
-        "react": {
-          "optional": true
-        },
-        "react-dom": {
-          "optional": true
-        }
+        "node": ">=6.9.0"
       }
     },
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-      "cpu": [
-        "ppc64"
-      ],
+    "node_modules/@babel/helper-compilation-targets/node_modules/lru-cache": {
+      "version": "5.1.1",
+      "resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-5.1.1.tgz",
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-      "license": "MIT",
-      "optional": true,
-      "os": [
-        "aix"
-      ],
-      "engines": {
-        "node": ">=12"
+      "license": "ISC",
+      "dependencies": {
+        "yallist": "^3.0.2"
       }
     },
-    "node_modules/@esbuild/android-arm": {
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-      "cpu": [
-        "arm"
-      ],
+    "node_modules/@babel/helper-compilation-targets/node_modules/semver": {
+      "version": "6.3.1",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-6.3.1.tgz",
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-      "license": "MIT",
-      "optional": true,
-      "os": [
-        "android"
-      ],
-      "engines": {
-        "node": ">=12"
+      "license": "ISC",
+      "bin": {
+        "semver": "bin/semver.js"
       }
     },
-    "node_modules/@esbuild/android-arm64": {
-      "version": "0.21.5",
-      "resolved": "https://registry.npmjs.org/@esbuild/android-arm64/-/android-arm64-0.21.5.tgz",
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-      "cpu": [
-        "arm64"
-      ],
+    "node_modules/@babel/helper-globals": {
+      "version": "7.28.0",
+      "resolved": "https://registry.npmjs.org/@babel/helper-globals/-/helper-globals-7.28.0.tgz",
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-      "optional": true,
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-        "android"
-      ],
       "engines": {
-        "node": ">=12"
+        "node": ">=6.9.0"
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-    "node_modules/@esbuild/android-x64": {
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-      "cpu": [
-        "x64"
-      ],
+    "node_modules/@babel/helper-module-imports": {
+      "version": "7.28.6",
+      "resolved": "https://registry.npmjs.org/@babel/helper-module-imports/-/helper-module-imports-7.28.6.tgz",
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-      "optional": true,
-      "os": [
-        "android"
-      ],
+      "dependencies": {
+        "@babel/traverse": "^7.28.6",
+        "@babel/types": "^7.28.6"
+      },
       "engines": {
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+        "node": ">=6.9.0"
       }
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-    "node_modules/@esbuild/darwin-arm64": {
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       "version": "8.19.0",
       "resolved": "https://registry.npmjs.org/ws/-/ws-8.19.0.tgz",
@@ -8316,6 +12321,23 @@
       "dev": true,
       "license": "MIT"
     },
+    "node_modules/y18n": {
+      "version": "5.0.8",
+      "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
+      "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==",
+      "dev": true,
+      "license": "ISC",
+      "engines": {
+        "node": ">=10"
+      }
+    },
+    "node_modules/yallist": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
+      "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
+      "dev": true,
+      "license": "ISC"
+    },
     "node_modules/yaml": {
       "version": "2.6.0",
       "resolved": "https://registry.npmjs.org/yaml/-/yaml-2.6.0.tgz",
@@ -8328,6 +12350,80 @@
         "node": ">= 14"
       }
     },
+    "node_modules/yargs": {
+      "version": "17.7.2",
+      "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz",
+      "integrity": "sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "cliui": "^8.0.1",
+        "escalade": "^3.1.1",
+        "get-caller-file": "^2.0.5",
+        "require-directory": "^2.1.1",
+        "string-width": "^4.2.3",
+        "y18n": "^5.0.5",
+        "yargs-parser": "^21.1.1"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/yargs-parser": {
+      "version": "21.1.1",
+      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz",
+      "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==",
+      "dev": true,
+      "license": "ISC",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/yargs/node_modules/ansi-regex": {
+      "version": "5.0.1",
+      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
+      "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/yargs/node_modules/emoji-regex": {
+      "version": "8.0.0",
+      "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
+      "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/yargs/node_modules/string-width": {
+      "version": "4.2.3",
+      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "emoji-regex": "^8.0.0",
+        "is-fullwidth-code-point": "^3.0.0",
+        "strip-ansi": "^6.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
+    "node_modules/yargs/node_modules/strip-ansi": {
+      "version": "6.0.1",
+      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
+      "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "ansi-regex": "^5.0.1"
+      },
+      "engines": {
+        "node": ">=8"
+      }
+    },
     "node_modules/yocto-queue": {
       "version": "0.1.0",
       "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
@@ -8341,6 +12437,19 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/yoctocolors-cjs": {
+      "version": "2.1.3",
+      "resolved": "https://registry.npmjs.org/yoctocolors-cjs/-/yoctocolors-cjs-2.1.3.tgz",
+      "integrity": "sha512-U/PBtDf35ff0D8X8D0jfdzHYEPFxAI7jJlxZXwCSez5M3190m+QobIfh+sWDWSHMCWWJN2AWamkegn6vr6YBTw==",
+      "dev": true,
+      "license": "MIT",
+      "engines": {
+        "node": ">=18"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    },
     "node_modules/zod": {
       "version": "3.25.76",
       "resolved": "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz",
diff --git a/note2quiz-ui/package.json b/note2quiz-ui/package.json
index 86acadb..cce65dc 100644
--- a/note2quiz-ui/package.json
+++ b/note2quiz-ui/package.json
@@ -68,19 +68,23 @@
   "devDependencies": {
     "@eslint/js": "^9.32.0",
     "@tailwindcss/typography": "^0.5.16",
-    "@testing-library/jest-dom": "^6.6.0",
-    "@testing-library/react": "^16.0.0",
+    "@testing-library/jest-dom": "^6.9.1",
+    "@testing-library/react": "^16.3.2",
+    "@testing-library/user-event": "^14.6.1",
     "@types/node": "^22.16.5",
     "@types/react": "^18.3.23",
     "@types/react-dom": "^18.3.7",
+    "@vitejs/plugin-react": "^5.1.4",
     "@vitejs/plugin-react-swc": "^3.11.0",
     "autoprefixer": "^10.4.21",
     "eslint": "^9.32.0",
     "eslint-plugin-react-hooks": "^5.2.0",
     "eslint-plugin-react-refresh": "^0.4.20",
     "globals": "^15.15.0",
+    "jest": "^30.2.0",
     "jsdom": "^20.0.3",
     "lovable-tagger": "^1.1.13",
+    "msw": "^2.12.10",
     "postcss": "^8.5.6",
     "tailwindcss": "^3.4.17",
     "typescript": "^5.8.3",
diff --git a/note2quiz-ui/src/api/quizApi.ts b/note2quiz-ui/src/api/quizApi.ts
new file mode 100644
index 0000000..378affc
--- /dev/null
+++ b/note2quiz-ui/src/api/quizApi.ts
@@ -0,0 +1,133 @@
+import { API_ENDPOINTS } from "@/config/apiConfig";
+
+export enum Difficulty {
+	Easy = "Easy",
+	Medium = "Medium",
+	Hard = "Hard"
+}
+
+export interface OptionDto {
+	optionId: number;
+	optionText: string;
+}
+
+export interface QuestionDto {
+	id: number;
+	text: string;
+	options: OptionDto[];
+}
+
+export interface QuizResponse {
+	quizSessionId: number;
+	questions: QuestionDto[];
+}
+
+export interface AnswerDto {
+	questionId: number;
+	selectedOptionId: number;
+}
+
+export interface SubmitQuizRequest {
+	quizSessionId: number;
+	answers: AnswerDto[];
+}
+
+export interface QuestionResultDto {
+	questionId: number;
+	selectedOptionId: number;
+	correctOptionId: number;
+	isCorrect: boolean;
+}
+
+export interface SubmitQuizResponse {
+	quizSessionId: number;
+	score: number;
+	totalQuestions: number;
+	results: QuestionResultDto[];
+}
+
+export interface QuizHistory {
+	quizSessionId: number;
+	createdAt: string;
+	questionCount: number;
+	score?: number;
+	difficulty?: Difficulty;
+    title?:string;
+}
+
+export const uploadImageAndGenerateQuiz = async (
+	file: File,
+	difficulty: Difficulty,
+	token: string
+): Promise<QuizResponse> => {
+	const formData = new FormData();
+	formData.append("file", file);
+	formData.append("difficulty", difficulty);
+
+	const response = await fetch(API_ENDPOINTS.quiz.generate, {
+		method: "POST",
+		headers: {
+			Authorization: `Bearer ${token.trim()}`
+		},
+		body: formData
+	});
+
+	if (!response.ok) {
+		throw new Error("Failed to generate quiz");
+	}
+
+	return response.json();
+};
+
+export const quizHistory = async (token: string): Promise<QuizHistory[]> => {
+	const response = await fetch(API_ENDPOINTS.quiz.history, {
+		method: "GET",
+		headers: {
+			Authorization: `Bearer ${token.trim()}`
+		}
+	});
+
+	if (!response.ok) {
+		throw new Error("Failed to get quiz history");
+	}
+
+	return response.json();
+};
+
+export const quizSession = async (
+	id: number,
+	token: string
+): Promise<QuizResponse> => {
+	const response = await fetch(API_ENDPOINTS.quiz.quizSession(id), {
+		method: "GET",
+		headers: {
+			Authorization: `Bearer ${token.trim()}`
+		}
+	});
+
+	if (!response.ok) {
+		throw new Error("Failed to get quiz session");
+	}
+
+	return response.json();
+};
+
+export const submitQuiz = async (
+	payload: SubmitQuizRequest,
+	token: string
+): Promise<SubmitQuizResponse> => {
+	const response = await fetch(API_ENDPOINTS.quiz.submit, {
+		method: "POST",
+		headers: {
+			"Content-Type": "application/json",
+			Authorization: `Bearer ${token.trim()}`
+		},
+		body: JSON.stringify(payload)
+	});
+
+	if (!response.ok) {
+		throw new Error("Failed to submit quiz");
+	}
+
+	return response.json();
+};
\ No newline at end of file
diff --git a/note2quiz-ui/src/components/Header.tsx b/note2quiz-ui/src/components/Header.tsx
index 0685b99..1bfd448 100644
--- a/note2quiz-ui/src/components/Header.tsx
+++ b/note2quiz-ui/src/components/Header.tsx
@@ -15,7 +15,7 @@ const Header = () => {
             <Zap className="absolute -right-1 -top-1 h-3.5 w-3.5 text-warning" />
           </div>
           <span className="font-display text-xl font-bold tracking-tight ">
-            Note<span className="gradient-text">2Quiz</span>
+            Note<span className="gradient-text">2QuizAI</span>
           </span>
         </Link>
 
@@ -23,7 +23,7 @@ const Header = () => {
           <Link
             to="/"
             className={cn(
-              "rounded-lg px-3.5 py-2 text-sm font-medium transition-colors",
+              "rounded-lg px-3.5 py-2 text-sm font-medium transition-colors hidden sm:block",
               location.pathname === "/"
                 ? "bg-secondary text-foreground"
                 : "text-muted-foreground hover:text-foreground"
diff --git a/note2quiz-ui/src/components/ProtectedRoute.tsx b/note2quiz-ui/src/components/ProtectedRoute.tsx
index 132cede..acc5767 100644
--- a/note2quiz-ui/src/components/ProtectedRoute.tsx
+++ b/note2quiz-ui/src/components/ProtectedRoute.tsx
@@ -3,7 +3,7 @@ import { Navigate } from "react-router-dom";
 
 const ProtectedRoute = ({ children }: { children: React.ReactNode }) => {
   const { isLoaded, isSignedIn } = useAuth();
-    console.log("Inside protectedRoute");
+    
   if (!isLoaded) {
     return (
       <div className="min-h-screen bg-background flex items-center justify-center">
diff --git a/note2quiz-ui/src/components/QuizCard.tsx b/note2quiz-ui/src/components/QuizCard.tsx
index 9ebe360..c98d041 100644
--- a/note2quiz-ui/src/components/QuizCard.tsx
+++ b/note2quiz-ui/src/components/QuizCard.tsx
@@ -2,12 +2,13 @@ import { motion } from "framer-motion";
 import { Clock, BarChart3, ChevronRight } from "lucide-react";
 import { Link } from "react-router-dom";
 import { cn } from "@/lib/utils";
+import { Difficulty } from "@/api/quizApi";
 
 interface QuizCardProps {
   id: string;
   title: string;
   date: string;
-  difficulty: "Easy" | "Medium" | "Hard";
+  difficulty:Difficulty
   score?: number;
   questionCount: number;
   index?: number;
@@ -31,7 +32,7 @@ const QuizCard = ({ id, title, date, difficulty, score, questionCount, index = 0
     >
       <div className="flex flex-col gap-1.5">
         <h3 className="font-display font-semibold group-hover:text-primary transition-colors">
-          {title}
+         {title || "Untitled"}
         </h3>
         <div className="flex items-center gap-3 text-sm text-muted-foreground">
           <span className="flex items-center gap-1">
@@ -46,7 +47,7 @@ const QuizCard = ({ id, title, date, difficulty, score, questionCount, index = 0
         </div>
       </div>
       <div className="flex items-center gap-3">
-        {score !== undefined && (
+        {score !== undefined && score != null && (
           <span className="font-display text-lg font-bold text-primary">{score}%</span>
         )}
         <ChevronRight className="h-4 w-4 text-muted-foreground transition-transform group-hover:translate-x-1" />
diff --git a/note2quiz-ui/src/config/apiConfig.ts b/note2quiz-ui/src/config/apiConfig.ts
new file mode 100644
index 0000000..0df0a90
--- /dev/null
+++ b/note2quiz-ui/src/config/apiConfig.ts
@@ -0,0 +1,11 @@
+const BASE_URL = import.meta.env.VITE_API_BASE_URL;
+if (!BASE_URL) throw new Error("Base URL not defined!");
+
+export const API_ENDPOINTS = {
+	quiz: {
+		generate: `${BASE_URL}/api/quiz`,
+		history: `${BASE_URL}/api/quiz/history`,
+        quizSession:(id:number)=>`${BASE_URL}/api/quiz/${id}`,
+		submit: `${BASE_URL}/api/quiz/submit`
+	}
+};
diff --git a/note2quiz-ui/src/pages/Index.tsx b/note2quiz-ui/src/pages/Index.tsx
index 2be9cec..e838a2b 100644
--- a/note2quiz-ui/src/pages/Index.tsx
+++ b/note2quiz-ui/src/pages/Index.tsx
@@ -6,16 +6,37 @@ import Header from "@/components/Header";
 import StatsCard from "@/components/StatsCard";
 import QuizCard from "@/components/QuizCard";
 import EmptyState from "@/components/EmptyState";
+import { useAuth } from "@clerk/clerk-react";
+import { useQuery } from "@tanstack/react-query";
+import { quizHistory } from "@/api/quizApi";
 
-const sampleQuizzes = [
-  { id: "1", title: "Biology Chapter 5: Cell Division", date: "Feb 25, 2026", difficulty: "Medium" as const, score: 85, questionCount: 10 },
-  { id: "2", title: "History: World War II Key Events", date: "Feb 24, 2026", difficulty: "Hard" as const, score: 72, questionCount: 15 },
-  { id: "3", title: "Math: Linear Algebra Basics", date: "Feb 23, 2026", difficulty: "Easy" as const, score: 95, questionCount: 8 },
-  { id: "4", title: "Chemistry: Organic Reactions", date: "Feb 22, 2026", difficulty: "Hard" as const, questionCount: 12 },
-];
 
 const Index = () => {
-  const hasQuizzes = sampleQuizzes.length > 0;
+  const {getToken} = useAuth();
+  const {data:quizzes,isLoading,isError} = useQuery({
+    queryKey: ["quizHistory"],
+    queryFn:async() =>{
+      const token = await getToken();
+      if(!token) throw new Error("Token not available");
+      return quizHistory(token);
+    }
+  })
+
+const hasQuizzes = quizzes && quizzes.length > 0
+const scoredQuizzes = quizzes?.filter(q => q.score != null) || [];
+
+const avgScore =
+  scoredQuizzes.length > 0
+    ? Math.round(
+        scoredQuizzes.reduce((sum, q) => {
+          const percent = q.questionCount > 0
+            ? ((q.score ?? 0) / q.questionCount) * 100
+            : 0;
+
+          return sum + percent;
+        }, 0) / scoredQuizzes.length
+      )
+    : 0;
 
   return (
     <div className="min-h-screen">
@@ -42,17 +63,30 @@ const Index = () => {
         {hasQuizzes && (
           <>
             <div className="mb-8 grid grid-cols-1 gap-4 sm:grid-cols-3">
-              <StatsCard icon={BookOpen} label="Quizzes Created" value={12} delay={0} />
-              <StatsCard icon={Flame} label="Day Streak" value={5} delay={0.1} />
-              <StatsCard icon={Trophy} label="Avg. Score" value="84%" delay={0.2} />
+              <StatsCard icon={BookOpen} label="Quizzes Created" value={quizzes.length} delay={0} />
+              <StatsCard icon={Trophy} label="Avg. Score" value={`${avgScore}%`} delay={0.2} />
             </div>
 
             <div className="mb-4">
               <h2 className="font-display text-lg font-semibold">Quiz History</h2>
             </div>
+            
             <div className="flex flex-col gap-3">
-              {sampleQuizzes.map((quiz, i) => (
-                <QuizCard key={quiz.id} {...quiz} index={i} />
+              {quizzes?.map((quiz, i) => (
+                 <QuizCard
+                    key={quiz.quizSessionId}
+                    id={quiz.quizSessionId.toString()}
+                    title={quiz.title}
+                    date={new Date(quiz.createdAt).toLocaleDateString()}
+                    difficulty={quiz.difficulty}
+                    score={
+                      quiz.score != null && quiz.questionCount > 0
+                        ? Math.round((quiz.score / quiz.questionCount) * 100)
+                        : 0
+                    }
+                    questionCount={quiz.questionCount}
+                    index={i}
+                  />
               ))}
             </div>
           </>
diff --git a/note2quiz-ui/src/pages/Login.tsx b/note2quiz-ui/src/pages/Login.tsx
index 53e4911..2cd0b2e 100644
--- a/note2quiz-ui/src/pages/Login.tsx
+++ b/note2quiz-ui/src/pages/Login.tsx
@@ -1,28 +1,27 @@
 import { SignIn } from "@clerk/clerk-react";
 
 const Login = () => {
-  return (
-    <div className="min-h-screen bg-background flex items-center justify-center p-6">
-      <SignIn
-        routing="hash"
-        afterSignInUrl="/"
-        appearance={{
-          elements: {
-            headerTitle: "text-white",
-      headerSubtitle: "text-muted-foreground",
-            rootBox: "mx-auto",
-            card: "bg-card border border-border shadow-xl",
-            socialButtonsBlockButton: "text-white",
-      socialButtonsBlockButtonText: "text-white",
-dividerText: "text-gray-400",
-      formFieldLabel: "text-white",
-      formFieldInput: "text-white",
-          },
-        }}
-      />
-   
-    </div>
-  );
+	return (
+		<div className="min-h-screen bg-background flex items-center justify-center p-6">
+			<SignIn
+				routing="hash"
+				afterSignInUrl="/"
+				appearance={{
+					elements: {
+						headerTitle: "text-white",
+						headerSubtitle: "text-muted-foreground",
+						rootBox: "mx-auto",
+						card: "bg-card border border-border shadow-xl",
+						socialButtonsBlockButton: "text-white",
+						socialButtonsBlockButtonText: "text-white",
+						dividerText: "text-gray-400",
+						formFieldLabel: "text-white",
+						formFieldInput: "text-white"
+					}
+				}}
+			/>
+		</div>
+	);
 };
 
 export default Login;
diff --git a/note2quiz-ui/src/pages/QuizPage.tsx b/note2quiz-ui/src/pages/QuizPage.tsx
index 971fd1c..688ca8a 100644
--- a/note2quiz-ui/src/pages/QuizPage.tsx
+++ b/note2quiz-ui/src/pages/QuizPage.tsx
@@ -1,180 +1,274 @@
 import { useState } from "react";
 import { motion, AnimatePresence } from "framer-motion";
-import { CheckCircle2, XCircle, RotateCcw, ArrowRight, Trophy } from "lucide-react";
+import { CheckCircle2, XCircle, RotateCcw, ArrowRight, Trophy, Loader2 } from "lucide-react";
 import { Button } from "@/components/ui/button";
 import { cn } from "@/lib/utils";
 import Header from "@/components/Header";
-import { Link } from "react-router-dom";
-
-interface Question {
-  id: number;
-  question: string;
-  options: string[];
-  correct: number;
-}
-
-const sampleQuestions: Question[] = [
-  { id: 1, question: "What is the powerhouse of the cell?", options: ["Nucleus", "Mitochondria", "Ribosome", "Golgi Apparatus"], correct: 1 },
-  { id: 2, question: "Which phase of mitosis involves chromosome alignment?", options: ["Prophase", "Metaphase", "Anaphase", "Telophase"], correct: 1 },
-  { id: 3, question: "DNA replication occurs in which phase?", options: ["G1 Phase", "S Phase", "G2 Phase", "M Phase"], correct: 1 },
-  { id: 4, question: "What structure holds sister chromatids together?", options: ["Centriole", "Spindle fiber", "Centromere", "Telomere"], correct: 2 },
-  { id: 5, question: "Which organelle is responsible for protein synthesis?", options: ["Lysosome", "Ribosome", "Vacuole", "Peroxisome"], correct: 1 },
-];
+import { Link, useParams } from "react-router-dom";
+import { useMutation, useQuery } from "@tanstack/react-query";
+import { useAuth } from "@clerk/clerk-react";
+import { quizSession, submitQuiz, type SubmitQuizResponse } from "@/api/quizApi";
+import { useToast } from "@/hooks/use-toast";
 
 const QuizPage = () => {
-  const [current, setCurrent] = useState(0);
-  const [answers, setAnswers] = useState<Record<number, number>>({});
-  const [submitted, setSubmitted] = useState(false);
-
-  const total = sampleQuestions.length;
-  const q = sampleQuestions[current];
-
-  const selectAnswer = (optionIndex: number) => {
-    if (submitted) return;
-    setAnswers((prev) => ({ ...prev, [current]: optionIndex }));
-  };
-
-  const next = () => {
-    if (current < total - 1) setCurrent((c) => c + 1);
-  };
-
-  const handleSubmit = () => setSubmitted(true);
-
-  const score = submitted
-    ? sampleQuestions.filter((q, i) => answers[i] === q.correct).length
-    : 0;
-
-  const allAnswered = Object.keys(answers).length === total;
-
-  if (submitted) {
-    const pct = Math.round((score / total) * 100);
-    return (
-      <div className="min-h-screen">
-        <Header />
-        <main className="container max-w-xl py-16">
-          <motion.div
-            initial={{ opacity: 0, scale: 0.9 }}
-            animate={{ opacity: 1, scale: 1 }}
-            className="flex flex-col items-center text-center"
-          >
-            <div className="mb-6 flex h-20 w-20 items-center justify-center rounded-2xl bg-gradient-to-br from-primary to-accent glow-primary">
-              <Trophy className="h-10 w-10 text-primary-foreground" />
-            </div>
-            <h1 className="font-display text-3xl font-bold">Quiz Complete!</h1>
-            <p className="mt-2 text-muted-foreground">You scored</p>
-            <p className="mt-1 font-display text-6xl font-bold gradient-text">{pct}%</p>
-            <p className="mt-2 text-muted-foreground">{score} out of {total} correct</p>
-
-            <div className="mt-8 w-full space-y-3">
-              {sampleQuestions.map((q, i) => {
-                const correct = answers[i] === q.correct;
-                return (
-                  <div
-                    key={q.id}
-                    className={cn(
-                      "flex items-center gap-3 rounded-xl border p-4 text-left text-sm",
-                      correct ? "border-success/30 bg-success/5" : "border-destructive/30 bg-destructive/5"
-                    )}
-                  >
-                    {correct ? (
-                      <CheckCircle2 className="h-5 w-5 shrink-0 text-success" />
-                    ) : (
-                      <XCircle className="h-5 w-5 shrink-0 text-destructive" />
-                    )}
-                    <div>
-                      <p className="font-medium">{q.question}</p>
-                      {!correct && (
-                        <p className="mt-0.5 text-xs text-muted-foreground">
-                          Correct: {q.options[q.correct]}
-                        </p>
-                      )}
-                    </div>
-                  </div>
-                );
-              })}
-            </div>
-
-            <div className="mt-8 flex gap-3">
-              <Button variant="outline" asChild>
-                <Link to="/">
-                  <RotateCcw className="h-4 w-4" /> Back to Dashboard
-                </Link>
-              </Button>
-              <Button variant="glow" asChild>
-                <Link to="/upload">Create Another Quiz</Link>
-              </Button>
-            </div>
-          </motion.div>
-        </main>
-      </div>
-    );
-  }
-
-  return (
-    <div className="min-h-screen">
-      <Header />
-      <main className="container max-w-xl py-12">
-        {/* Progress */}
-        <div className="mb-8">
-          <div className="mb-2 flex items-center justify-between text-sm text-muted-foreground">
-            <span>Question {current + 1} of {total}</span>
-            <span>{Object.keys(answers).length} answered</span>
-          </div>
-          <div className="h-1.5 w-full overflow-hidden rounded-full bg-secondary">
-            <motion.div
-              className="h-full rounded-full bg-gradient-to-r from-primary to-accent"
-              initial={{ width: 0 }}
-              animate={{ width: `${((current + 1) / total) * 100}%` }}
-              transition={{ duration: 0.3 }}
-            />
-          </div>
-        </div>
-
-        <AnimatePresence mode="wait">
-          <motion.div
-            key={current}
-            initial={{ opacity: 0, x: 20 }}
-            animate={{ opacity: 1, x: 0 }}
-            exit={{ opacity: 0, x: -20 }}
-            transition={{ duration: 0.25 }}
-          >
-            <h2 className="mb-6 font-display text-xl font-semibold">{q.question}</h2>
-            <div className="flex flex-col gap-3">
-              {q.options.map((option, i) => (
-                <button
-                  key={i}
-                  onClick={() => selectAnswer(i)}
-                  className={cn(
-                    "rounded-xl border p-4 text-left text-sm font-medium transition-all",
-                    answers[current] === i
-                      ? "border-primary bg-primary/10 text-primary"
-                      : "border-border bg-card text-foreground hover:border-muted-foreground/50"
-                  )}
-                >
-                  <span className="mr-3 inline-flex h-6 w-6 items-center justify-center rounded-md bg-secondary text-xs font-semibold text-muted-foreground">
-                    {String.fromCharCode(65 + i)}
-                  </span>
-                  {option}
-                </button>
-              ))}
-            </div>
-          </motion.div>
-        </AnimatePresence>
-
-        <div className="mt-8 flex justify-end gap-3">
-          {current < total - 1 ? (
-            <Button onClick={next} disabled={answers[current] === undefined}>
-              Next <ArrowRight className="h-4 w-4" />
-            </Button>
-          ) : (
-            <Button variant="glow" onClick={handleSubmit} disabled={!allAnswered}>
-              Submit Quiz
-            </Button>
-          )}
-        </div>
-      </main>
-    </div>
-  );
+	const { id } = useParams();
+	const { getToken } = useAuth();
+	const { toast } = useToast();
+
+	const [current, setCurrent] = useState(0);
+	const [answers, setAnswers] = useState<Record<number, number>>({});
+	const [submitResult, setSubmitResult] = useState<SubmitQuizResponse | null>(null);
+
+	const {
+		data: quiz,
+		isLoading,
+		isError
+	} = useQuery({
+		queryKey: ["quizSession", id],
+		queryFn: async () => {
+			const token = await getToken();
+			if (!token) throw new Error("Token not available");
+			return quizSession(Number(id), token);
+		},
+		enabled: !!id
+	});
+
+	const submitMutation = useMutation({
+		mutationFn: async () => {
+			const token = await getToken();
+			if (!token) throw new Error("Token not available");
+			if (!quiz) throw new Error("Quiz not loaded");
+
+			const payload = {
+				quizSessionId: quiz.quizSessionId,
+				answers: quiz.questions.map(question => ({
+					questionId: question.id,
+					selectedOptionId: answers[question.id]
+				}))
+			};
+
+			return submitQuiz(payload, token);
+		},
+		onSuccess: result => {
+			setSubmitResult(result);
+			toast({
+				title: "Quiz submitted!",
+				description: "Your results have been saved successfully.",
+				variant: "default"
+			});
+		},
+		onError: error => {
+			toast({
+				title: "Failed to submit quiz",
+				description: error?.message ?? "Something went wrong.",
+				variant: "destructive"
+			});
+		}
+	});
+
+	if (isLoading) {
+		return (
+			<div className="min-h-screen">
+				<div className="container max-w-2xl py-12">
+					<motion.div
+						key="loading"
+						initial={{ opacity: 0, scale: 0.95 }}
+						animate={{ opacity: 1, scale: 1 }}
+						exit={{ opacity: 0 }}
+						className="flex flex-col items-center justify-center py-20"
+					>
+						<div className="relative mb-6">
+							<div className="h-16 w-16 rounded-2xl bg-gradient-to-br from-primary to-accent animate-pulse-glow" />
+							<Loader2 className="absolute inset-0 m-auto h-8 w-8 text-primary-foreground animate-spin" />
+						</div>
+					</motion.div>
+				</div>
+			</div>
+		);
+	}
+
+	if (isError || !quiz) {
+		toast({
+			title: "Error loading quiz",
+			description: "There was a problem fetching the quiz. Please try again.",
+			variant: "destructive"
+		});
+		return <div>Error loading quiz</div>;
+	}
+
+	const questions = quiz.questions;
+	const total = questions.length;
+	const q = questions[current];
+
+	const selectAnswer = (questionId: number, optionId: number) => {
+		if (submitResult) return;
+
+		setAnswers(prev => ({
+			...prev,
+			[questionId]: optionId
+		}));
+	};
+
+	const next = () => {
+		if (current < total - 1) {
+			setCurrent(c => c + 1);
+		}
+	};
+
+	const handleSubmit = () => {
+		submitMutation.mutate();
+	};
+
+	const allAnswered = questions.every(question => answers[question.id] !== undefined);
+
+	if (submitResult) {
+		const pct = Math.round((submitResult.score / submitResult.totalQuestions) * 100);
+
+		return (
+			<div className="min-h-screen">
+				<Header />
+				<main className="container max-w-xl py-16">
+					<motion.div
+						initial={{ opacity: 0, scale: 0.9 }}
+						animate={{ opacity: 1, scale: 1 }}
+						className="flex flex-col items-center text-center"
+					>
+						<div className="mb-6 flex h-20 w-20 items-center justify-center rounded-2xl bg-gradient-to-br from-primary to-accent glow-primary">
+							<Trophy className="h-10 w-10 text-primary-foreground" />
+						</div>
+
+						<h1 className="font-display text-3xl font-bold">Quiz Complete!</h1>
+						<p className="mt-2 text-muted-foreground">You scored</p>
+						<p className="mt-1 font-display text-6xl font-bold gradient-text">{pct}%</p>
+						<p className="mt-2 text-muted-foreground">
+							{submitResult.score} out of {submitResult.totalQuestions} correct
+						</p>
+
+						<div className="mt-8 w-full space-y-3">
+							{questions.map(question => {
+								const result = submitResult.results.find(r => r.questionId === question.id);
+								if (!result) return null;
+
+								const selectedOption = question.options.find(o => o.optionId === result.selectedOptionId);
+
+								const correctOption = question.options.find(o => o.optionId === result.correctOptionId);
+
+								return (
+									<div
+										key={question.id}
+										className={cn(
+											"flex items-start gap-3 rounded-xl border p-4 text-left text-sm",
+											result.isCorrect ? "border-success/30 bg-success/5" : "border-destructive/30 bg-destructive/5"
+										)}
+									>
+										{result.isCorrect ? (
+											<CheckCircle2 className="h-5 w-5 shrink-0 text-success" />
+										) : (
+											<XCircle className="h-5 w-5 shrink-0 text-destructive" />
+										)}
+
+										<div>
+											<p className="font-medium">{question.text}</p>
+											<p className="mt-1 text-xs text-muted-foreground">
+												Your answer: {selectedOption?.optionText ?? "Unknown"}
+											</p>
+											{!result.isCorrect && (
+												<p className="mt-0.5 text-xs text-muted-foreground">
+													Correct: {correctOption?.optionText ?? "Unknown"}
+												</p>
+											)}
+										</div>
+									</div>
+								);
+							})}
+						</div>
+
+						<div className="mt-8 flex flex-wrap gap-3">
+							<Button variant="outline" asChild>
+								<Link to="/">
+									<RotateCcw className="h-4 w-4" />
+									Back to Dashboard
+								</Link>
+							</Button>
+
+							<Button variant="glow" asChild>
+								<Link to="/upload">Create Another Quiz</Link>
+							</Button>
+						</div>
+					</motion.div>
+				</main>
+			</div>
+		);
+	}
+
+	return (
+		<div className="min-h-screen">
+			<Header />
+			<main className="container max-w-xl py-12">
+				<div className="mb-8">
+					<div className="mb-2 flex items-center justify-between text-sm text-muted-foreground">
+						<span>
+							Question {current + 1} of {total}
+						</span>
+						<span>{Object.keys(answers).length} answered</span>
+					</div>
+
+					<div className="h-1.5 w-full overflow-hidden rounded-full bg-secondary">
+						<motion.div
+							className="h-full rounded-full bg-gradient-to-r from-primary to-accent"
+							initial={{ width: 0 }}
+							animate={{ width: `${((current + 1) / total) * 100}%` }}
+							transition={{ duration: 0.3 }}
+						/>
+					</div>
+				</div>
+
+				<AnimatePresence mode="wait">
+					<motion.div
+						key={current}
+						initial={{ opacity: 0, x: 20 }}
+						animate={{ opacity: 1, x: 0 }}
+						exit={{ opacity: 0, x: -20 }}
+						transition={{ duration: 0.25 }}
+					>
+						<h2 className="mb-6 font-display text-xl font-semibold">{q.text}</h2>
+
+						<div className="flex flex-col gap-3">
+							{q.options.map((option, i) => (
+								<button
+									key={option.optionId}
+									onClick={() => selectAnswer(q.id, option.optionId)}
+									className={cn(
+										"rounded-xl border p-4 text-left text-sm font-medium transition-all",
+										answers[q.id] === option.optionId
+											? "border-primary bg-primary/10 text-primary"
+											: "border-border bg-card text-foreground hover:border-muted-foreground/50"
+									)}
+								>
+									<span className="mr-3 inline-flex h-6 w-6 items-center justify-center rounded-md bg-secondary text-xs font-semibold text-muted-foreground">
+										{String.fromCharCode(65 + i)}
+									</span>
+									{option.optionText}
+								</button>
+							))}
+						</div>
+					</motion.div>
+				</AnimatePresence>
+
+				<div className="mt-8 flex justify-end gap-3">
+					{current < total - 1 ? (
+						<Button onClick={next} disabled={answers[q.id] === undefined}>
+							Next <ArrowRight className="h-4 w-4" />
+						</Button>
+					) : (
+						<Button variant="glow" onClick={handleSubmit} disabled={!allAnswered || submitMutation.isPending}>
+							{submitMutation.isPending ? "Submitting..." : "Submit Quiz"}
+						</Button>
+					)}
+				</div>
+			</main>
+		</div>
+	);
 };
 
 export default QuizPage;
diff --git a/note2quiz-ui/src/pages/UploadPage.tsx b/note2quiz-ui/src/pages/UploadPage.tsx
index 79e619b..7d8ef1f 100644
--- a/note2quiz-ui/src/pages/UploadPage.tsx
+++ b/note2quiz-ui/src/pages/UploadPage.tsx
@@ -5,164 +5,208 @@ import { Button } from "@/components/ui/button";
 import Header from "@/components/Header";
 import { cn } from "@/lib/utils";
 import { useNavigate } from "react-router-dom";
+import { useMutation } from "@tanstack/react-query";
+import { uploadImageAndGenerateQuiz } from "@/api/quizApi";
+import { Difficulty } from "@/api/quizApi";
+import { useAuth } from "@clerk/clerk-react";
+import { useToast } from "@/hooks/use-toast";
 
-const difficulties = ["Easy", "Medium", "Hard"] as const;
+const difficulties = Object.values(Difficulty);
 
 const UploadPage = () => {
-  const [dragActive, setDragActive] = useState(false);
-  const [file, setFile] = useState<File | null>(null);
-  const [preview, setPreview] = useState<string | null>(null);
-  const [difficulty, setDifficulty] = useState<typeof difficulties[number]>("Medium");
-  const [loading, setLoading] = useState(false);
-  const navigate = useNavigate();
+	const [dragActive, setDragActive] = useState(false);
+	const [file, setFile] = useState<File | null>(null);
+	const [preview, setPreview] = useState<string | null>(null);
+	const [difficulty, setDifficulty] = useState<Difficulty>(Difficulty.Medium);
+	const navigate = useNavigate();
+	const { getToken } = useAuth();
+	const { toast } = useToast();
 
-  const handleFile = useCallback((f: File) => {
-    setFile(f);
-    const reader = new FileReader();
-    reader.onload = (e) => setPreview(e.target?.result as string);
-    reader.readAsDataURL(f);
-  }, []);
+	const handleFile = useCallback((f: File) => {
+		setFile(f);
+		const reader = new FileReader();
+		reader.onload = e => setPreview(e.target?.result as string);
+		reader.readAsDataURL(f);
+	}, []);
 
-  const handleDrop = useCallback((e: React.DragEvent) => {
-    e.preventDefault();
-    setDragActive(false);
-    const f = e.dataTransfer.files[0];
-    if (f && (f.type === "image/jpeg" || f.type === "image/png")) handleFile(f);
-  }, [handleFile]);
+	const handleDrop = useCallback(
+		(e: React.DragEvent) => {
+			e.preventDefault();
+			setDragActive(false);
+			const f = e.dataTransfer.files[0];
+			if (f && (f.type === "image/jpeg" || f.type === "image/png")) handleFile(f);
+		},
+		[handleFile]
+	);
 
-  const handleGenerate = () => {
-    setLoading(true);
-    setTimeout(() => {
-      navigate("/quiz/demo");
-    }, 2500);
-  };
+	const mutation = useMutation({
+		mutationFn: async () => {
+			if (!file) throw new Error("No file uploaded");
+			const token = await getToken();
+			return uploadImageAndGenerateQuiz(file, difficulty, token);
+		},
+		onSuccess: data => {
+			toast({
+				title: "Quiz created!",
+				description: "Your quiz was generated successfully.",
+				variant: "default"
+			});
+			navigate(`/quiz/${data.quizSessionId}`);
+		},
+		onError: error => {
+			toast({
+				title: "Failed to generate quiz",
+				description: error?.message ?? "Something went wrong. Please try again.",
+				variant: "destructive" 
+			});
+		}
+	});
 
-  return (
-    <div className="min-h-screen">
-      <Header />
-      <main className="container max-w-2xl py-12">
-        <motion.div initial={{ opacity: 0, y: -10 }} animate={{ opacity: 1, y: 0 }} className="mb-8 text-center">
-          <h1 className="font-display text-3xl font-bold tracking-tight">Create New Quiz</h1>
-          <p className="mt-2 text-muted-foreground">Upload your notes and let AI do the rest.</p>
-        </motion.div>
+	return (
+		<div className="min-h-screen">
+			<Header />
+			<main className="container max-w-2xl py-12">
+				<motion.div initial={{ opacity: 0, y: -10 }} animate={{ opacity: 1, y: 0 }} className="mb-8 text-center">
+					<h1 className="font-display text-3xl font-bold tracking-tight">Create New Quiz</h1>
+					<p className="mt-2 text-muted-foreground">Upload your notes and let AI do the rest.</p>
+				</motion.div>
 
-        {/* Flow visual */}
-        <motion.div
-          initial={{ opacity: 0 }}
-          animate={{ opacity: 1 }}
-          transition={{ delay: 0.2 }}
-          className="mb-10 flex items-center justify-center gap-3 text-sm text-muted-foreground"
-        >
-          <span className="flex items-center gap-1.5 rounded-full bg-secondary px-3 py-1.5">
-            <Image className="h-3.5 w-3.5 text-primary" /> Upload
-          </span>
-          <ArrowRight className="h-3.5 w-3.5" />
-          <span className="flex items-center gap-1.5 rounded-full bg-secondary px-3 py-1.5">
-            <Sparkles className="h-3.5 w-3.5 text-accent" /> AI Processes
-          </span>
-          <ArrowRight className="h-3.5 w-3.5" />
-          <span className="flex items-center gap-1.5 rounded-full bg-secondary px-3 py-1.5">
-            <FileText className="h-3.5 w-3.5 text-success" /> Quiz Ready
-          </span>
-        </motion.div>
+				{/* Flow visual */}
+				<motion.div
+					initial={{ opacity: 0 }}
+					animate={{ opacity: 1 }}
+					transition={{ delay: 0.2 }}
+					className="mb-10 flex items-center justify-center gap-3 text-sm text-muted-foreground"
+				>
+					<span className="flex items-center gap-1.5 rounded-full bg-secondary px-3 py-1.5">
+						<Image className="h-3.5 w-3.5 text-primary" /> Upload
+					</span>
+					<ArrowRight className="h-3.5 w-3.5" />
+					<span className="flex items-center gap-1.5 rounded-full bg-secondary px-3 py-1.5">
+						<Sparkles className="h-3.5 w-3.5 text-accent" /> AI Processes
+					</span>
+					<ArrowRight className="h-3.5 w-3.5" />
+					<span className="flex items-center gap-1.5 rounded-full bg-secondary px-3 py-1.5">
+						<FileText className="h-3.5 w-3.5 text-success" /> Quiz Ready
+					</span>
+				</motion.div>
 
-        <AnimatePresence mode="wait">
-          {loading ? (
-            <motion.div
-              key="loading"
-              initial={{ opacity: 0, scale: 0.95 }}
-              animate={{ opacity: 1, scale: 1 }}
-              exit={{ opacity: 0 }}
-              className="flex flex-col items-center justify-center py-20"
-            >
-              <div className="relative mb-6">
-                <div className="h-16 w-16 rounded-2xl bg-gradient-to-br from-primary to-accent animate-pulse-glow" />
-                <Loader2 className="absolute inset-0 m-auto h-8 w-8 text-primary-foreground animate-spin" />
-              </div>
-              <h3 className="font-display text-lg font-semibold">Generating your quiz…</h3>
-              <p className="mt-1 text-sm text-muted-foreground">AI is analyzing your notes</p>
-            </motion.div>
-          ) : (
-            <motion.div key="form" initial={{ opacity: 0 }} animate={{ opacity: 1 }} exit={{ opacity: 0 }}>
-              {/* Upload area */}
-              <div
-                onDragOver={(e) => { e.preventDefault(); setDragActive(true); }}
-                onDragLeave={() => setDragActive(false)}
-                onDrop={handleDrop}
-                className={cn(
-                  "relative rounded-2xl border-2 border-dashed transition-all duration-200",
-                  dragActive
-                    ? "border-primary bg-primary/5 glow-primary"
-                    : file
-                      ? "border-primary/30 bg-card"
-                      : "border-border bg-card/50 hover:border-muted-foreground/30"
-                )}
-              >
-                {preview ? (
-                  <div className="flex flex-col items-center gap-4 p-8">
-                    <img src={preview} alt="Preview" className="max-h-48 rounded-lg object-contain" />
-                    <p className="text-sm text-muted-foreground">{file?.name}</p>
-                    <Button variant="ghost" size="sm" onClick={() => { setFile(null); setPreview(null); }}>
-                      Remove & re-upload
-                    </Button>
-                  </div>
-                ) : (
-                  <label className="flex cursor-pointer flex-col items-center gap-4 p-12">
-                    <div className="flex h-16 w-16 items-center justify-center rounded-2xl bg-secondary">
-                      <Upload className="h-7 w-7 text-muted-foreground" />
-                    </div>
-                    <div className="text-center">
-                      <p className="font-display font-semibold">Drag & drop your notes here</p>
-                      <p className="mt-1 text-sm text-muted-foreground">or click to browse · JPG, PNG</p>
-                    </div>
-                    <input
-                      type="file"
-                      accept="image/jpeg,image/png"
-                      className="hidden"
-                      onChange={(e) => e.target.files?.[0] && handleFile(e.target.files[0])}
-                    />
-                  </label>
-                )}
-              </div>
+				<AnimatePresence mode="wait">
+					{mutation.isPending ? (
+						<motion.div
+							key="loading"
+							initial={{ opacity: 0, scale: 0.95 }}
+							animate={{ opacity: 1, scale: 1 }}
+							exit={{ opacity: 0 }}
+							className="flex flex-col items-center justify-center py-20"
+						>
+							<div className="relative mb-6">
+								<div className="h-16 w-16 rounded-2xl bg-gradient-to-br from-primary to-accent animate-pulse-glow" />
+								<Loader2 className="absolute inset-0 m-auto h-8 w-8 text-primary-foreground animate-spin" />
+							</div>
+							<h3 className="font-display text-lg font-semibold">Generating your quiz…</h3>
+							<p className="mt-1 text-sm text-muted-foreground">AI is analyzing your notes</p>
+						</motion.div>
+					) : (
+						<motion.div key="form" initial={{ opacity: 0 }} animate={{ opacity: 1 }} exit={{ opacity: 0 }}>
+							{/* Upload area */}
+							<div
+								onDragOver={e => {
+									e.preventDefault();
+									setDragActive(true);
+								}}
+								onDragLeave={() => setDragActive(false)}
+								onDrop={handleDrop}
+								className={cn(
+									"relative rounded-2xl border-2 border-dashed transition-all duration-200",
+									dragActive
+										? "border-primary bg-primary/5 glow-primary"
+										: file
+											? "border-primary/30 bg-card"
+											: "border-border bg-card/50 hover:border-muted-foreground/30"
+								)}
+							>
+								{preview ? (
+									<div className="flex flex-col items-center gap-4 p-8">
+										<img src={preview} alt="Preview" className="max-h-48 rounded-lg object-contain" />
+										<p className="text-sm text-muted-foreground">{file?.name}</p>
+										<Button
+											variant="ghost"
+											size="sm"
+											onClick={() => {
+												setFile(null);
+												setPreview(null);
+											}}
+										>
+											Remove & re-upload
+										</Button>
+									</div>
+								) : (
+									<label className="flex cursor-pointer flex-col items-center gap-4 p-12">
+										<div className="flex h-16 w-16 items-center justify-center rounded-2xl bg-secondary">
+											<Upload className="h-7 w-7 text-muted-foreground" />
+										</div>
+										<div className="text-center">
+											<p className="font-display font-semibold">Drag & drop your notes here</p>
+											<p className="mt-1 text-sm text-muted-foreground">or click to browse · JPG, PNG</p>
+										</div>
+										<input
+											type="file"
+											accept="image/jpeg,image/png"
+											className="hidden"
+											onChange={e => e.target.files?.[0] && handleFile(e.target.files[0])}
+										/>
+									</label>
+								)}
+							</div>
 
-              {/* Difficulty selector */}
-              <div className="mt-6">
-                <label className="mb-2 block text-sm font-medium text-muted-foreground">Difficulty</label>
-                <div className="flex gap-2">
-                  {difficulties.map((d) => (
-                    <button
-                      key={d}
-                      onClick={() => setDifficulty(d)}
-                      className={cn(
-                        "flex-1 rounded-xl border py-2.5 text-sm font-medium transition-all",
-                        difficulty === d
-                          ? "border-primary bg-primary/10 text-primary"
-                          : "border-border bg-card text-muted-foreground hover:text-foreground"
-                      )}
-                    >
-                      {d}
-                    </button>
-                  ))}
-                </div>
-              </div>
+							{/* Difficulty selector */}
+							<div className="mt-6">
+								<label className="mb-2 block text-sm font-medium text-muted-foreground">Difficulty</label>
+								<div className="flex gap-2">
+									{difficulties.map(d => (
+										<button
+											key={d}
+											onClick={() => setDifficulty(d)}
+											className={cn(
+												"flex-1 rounded-xl border py-2.5 text-sm font-medium transition-all",
+												difficulty === d
+													? "border-primary bg-primary/10 text-primary"
+													: "border-border bg-card text-muted-foreground hover:text-foreground"
+											)}
+										>
+											{d}
+										</button>
+									))}
+								</div>
+							</div>
 
-              {/* Generate button */}
-              <Button
-                variant="glow"
-                size="lg"
-                className="mt-8 w-full text-base"
-                disabled={!file}
-                onClick={handleGenerate}
-              >
-                <Zap className="h-4 w-4" />
-                Generate Quiz
-              </Button>
-            </motion.div>
-          )}
-        </AnimatePresence>
-      </main>
-    </div>
-  );
+							{/* Generate button */}
+							<Button
+								variant="glow"
+								size="lg"
+								className="mt-8 w-full text-base"
+								disabled={!file || mutation.isPending}
+								onClick={() => mutation.mutate()}
+							>
+								{mutation.isPending ? (
+									<>
+										<Loader2 className="h-4 w-4 animate-spin" />
+										Generating...
+									</>
+								) : (
+									<>
+										<Zap className="h-4 w-4" />
+										Generate Quiz
+									</>
+								)}
+							</Button>
+						</motion.div>
+					)}
+				</AnimatePresence>
+			</main>
+		</div>
+	);
 };
 
 export default UploadPage;
diff --git a/note2quiz-ui/src/test/QuizCard.test.tsx b/note2quiz-ui/src/test/QuizCard.test.tsx
new file mode 100644
index 0000000..6e2ac83
--- /dev/null
+++ b/note2quiz-ui/src/test/QuizCard.test.tsx
@@ -0,0 +1,16 @@
+import { render, screen } from "@testing-library/react";
+import QuizCard from "@/components/QuizCard";
+import { Difficulty } from "@/api/quizApi";
+import { MemoryRouter } from "react-router-dom";
+
+test("renders QuizCard with title and difficulty", () => {
+	render(
+		<MemoryRouter>
+			<QuizCard id="1" title="Sample Quiz" date="2026-03-09" difficulty={Difficulty.Easy} score={80} questionCount={5} />
+		</MemoryRouter>
+	);
+
+	expect(screen.getByText("Sample Quiz")).toBeInTheDocument();
+	expect(screen.getByText("Easy")).toBeInTheDocument();
+	expect(screen.getByText("80%")).toBeInTheDocument();
+});
diff --git a/note2quiz-ui/src/test/quizApi.test.ts b/note2quiz-ui/src/test/quizApi.test.ts
new file mode 100644
index 0000000..f56d0f2
--- /dev/null
+++ b/note2quiz-ui/src/test/quizApi.test.ts
@@ -0,0 +1,74 @@
+import { describe, it, expect, vi, beforeEach, afterEach } from "vitest";
+
+import { API_ENDPOINTS } from "@/config/apiConfig";
+import { Difficulty, quizHistory, quizSession, uploadImageAndGenerateQuiz } from "@/api/quizApi";
+
+describe("quizService simple tests", () => {
+  const token = "my-token";
+
+  beforeEach(() => {
+    vi.restoreAllMocks();
+  });
+
+  afterEach(() => {
+    vi.clearAllMocks();
+  });
+
+  // ---------- uploadImageAndGenerateQuiz ----------
+  it("uploadImageAndGenerateQuiz returns data on success", async () => {
+    vi.stubGlobal("fetch", vi.fn().mockResolvedValue({
+      ok: true,
+      json: async () => ({ quizSessionId: 1 }),
+    }));
+
+    const file = new File(["dummy"], "test.png", { type: "image/png" });
+
+    const result = await uploadImageAndGenerateQuiz(file, Difficulty.Easy, token);
+    expect(result).toEqual({ quizSessionId: 1 });
+  });
+
+  it("uploadImageAndGenerateQuiz throws error on failure", async () => {
+    vi.stubGlobal("fetch", vi.fn().mockResolvedValue({ ok: false }));
+
+    const file = new File(["dummy"], "test.png", { type: "image/png" });
+
+    await expect(uploadImageAndGenerateQuiz(file, Difficulty.Easy, token))
+      .rejects.toThrow("Failed to generate quiz");
+  });
+
+  // ---------- quizHistory ----------
+  it("quizHistory returns data on success", async () => {
+    vi.stubGlobal("fetch", vi.fn().mockResolvedValue({
+      ok: true,
+      json: async () => [{ quizSessionId: 1, createdAt: "2026-03-09", questionCount: 5, difficulty: Difficulty.Easy }],
+    }));
+
+    const result = await quizHistory(token);
+    expect(result.length).toBe(1);
+    expect(result[0].quizSessionId).toBe(1);
+  });
+
+  it("quizHistory throws error on failure", async () => {
+    vi.stubGlobal("fetch", vi.fn().mockResolvedValue({ ok: false }));
+
+    await expect(quizHistory(token)).rejects.toThrow("Failed to get quiz history");
+  });
+
+  // ---------- quizSession ----------
+  it("quizSession returns data on success", async () => {
+    const id = 123;
+    vi.stubGlobal("fetch", vi.fn().mockResolvedValue({
+      ok: true,
+      json: async () => ({ quizSessionId: id, questions: [] }),
+    }));
+
+    const result = await quizSession(id, token);
+    expect(result.quizSessionId).toBe(id);
+  });
+
+  it("quizSession throws error on failure", async () => {
+    vi.stubGlobal("fetch", vi.fn().mockResolvedValue({ ok: false }));
+
+    await expect(quizSession(123, token)).rejects.toThrow("Failed to get quiz Session");
+  });
+});
\ No newline at end of file