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AhmedNasser23/README.md

πŸš€ About Me

Fourth-year Computer Science student at Cairo University with strong foundations in software engineering, backend development, and machine learning fundamentals. I have hands-on experience building production-ready backend systems, implementing data-driven applications, and working with core ML concepts such as model evaluation and exploratory data analysis. Selected as a Machine Learning Ambassador from 2,000+ applicants at GTC, and previously completed an iOS Internship at Banque Misr.

πŸ”— Portfolio: https://ahmed-nasser-portfolio.vercel.app/

  • 🎯 Current Focus: Backend Engineering & Machine Learning Systems
  • πŸ’‘ Interests: Scalable Backend Systems, Data-Driven Applications, Applied ML
  • πŸŽ“ Education: B.Sc. in Computer Science β€” Cairo University

πŸ› οΈ Technical Arsenal

Programming Languages & Web

Frameworks

Libraries & Visualization

datascience pandas matplotlib seaborn

Databases

Tools & Operating Systems

Computer Science Fundamentals & Design

+ Algorithms & Data Structures  
+ Object-Oriented Programming (OOP)  
+ SOLID Principles  
+ Design Patterns


πŸ’Ό Professional Experience

Machine Learning Ambassador @ GTC
πŸ“… Sep 2025 – Oct 2025

+ Selected from 2,000+ applicants to represent the ML community  
+ Participated in technical discussions and ML knowledge-sharing initiatives  
+ Supported peers in understanding core ML concepts and applications 

iOS Internship @ Banque Misr
πŸ“… Aug 2024 – Sep 2024

+ Developed production-level mobile features in an agile environment  
+ Integrated RESTful APIs for data-driven application behavior  
+ Improved usability and performance through iterative optimization  

πŸš€ Featured Projects

πŸ”¬ ML-Workshop

Hands-on machine learning journey with from-scratch implementations and reproducible experiments.

Highlights:
  - Documenting my end-to-end Machine Learning learning journey
  - Hands-on experimentation to build strong ML foundations
  - Personal reference and growing public portfolio for ML studies

🎬 Fandango Ratings Bias EDA

Statistical analysis of movie rating systems

datascience pandas matplotlib seaborn

Analysis: 
  - Comprehensive exploratory data analysis 
  - Statistical pattern visualization 
  - Rating distribution comparisons

πŸ“ FastAPI Blog API

RESTful blogging platform with modern authentication

Features:
  - JWT authentication & role-based access
  - CRUD posts with relational voting system
  - PostgreSQL, SQLAlchemy ORM, Alembic migrations
  - Pytest test suite & Docker support

πŸ€– NFG-Library

Modular Java library implementing Neural Networks, Fuzzy Logic, and Genetic Algorithms with case studies.

Components:
  - Fuzzy Logic: rule engine, membership functions, defuzzification
  - Genetic Algorithms: selection, crossover, mutation
Case Studies:
  - Job Scheduling (GA)
  - Automatic Window Blind Control (Fuzzy Logic)

🌐 Portfolio

Explore my full portfolio for projects, skills, and contact details:

πŸ”— https://ahmed-nasser-portfolio.vercel.app/


πŸ“œ Certifications

  • πŸ€– Machine Learning Specialization - DeepLearning.AI & Stanford University
  • πŸ“Š Forward Program - McKinsey & Company

Pinned Loading

  1. ML-Workshop ML-Workshop Public

    A hands-on repository documenting my journey in Machine Learning with Python β€” from fundamentals to real-world projects.

    Jupyter Notebook

  2. Fandango-Ratings-Bias-EDA-2015 Fandango-Ratings-Bias-EDA-2015 Public

    Exploratory Data Analysis of Fandango’s 2015 movie ratings to uncover potential bias toward higher scores compared to other platforms.

    Jupyter Notebook

  3. NFG-Library NFG-Library Public

    Forked from YassinRamadan1/softComputingProject

    A modular Java library implementing Neural Networks, Fuzzy Logic, and Genetic Algorithms with real-world case studies.

    Java

  4. E-Learnig-Management-System E-Learnig-Management-System Public

    This repository contains the implementation of a Learning Management System (LMS) as part of an e-learning platform project. It appears to be a collaborative effort to create a comprehensive platfo…

    Java

  5. BazzarBook BazzarBook Public

    BazzarBook is an e-commerce platform for books. Users can browse, add to cart or wishlist, and securely purchase via Stripe. It offers order tracking, user authentication, and role-based access for…

    C#

  6. Speedo-Transfer Speedo-Transfer Public

    Speedo Transfer is a secure and user-friendly mobile app for seamless money transfers between users, accounts, and external banks. Available on iOS, it allows users to perform transactions anytime,…

    Swift