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Yashika9013/README.md

Hi, I'm Yashika πŸ‘‹

AI Engineer β€’ Prompt Engineer β€’ RAG & NLP Enthusiast β€’ Always learning, always building


πŸ” About Me

  • πŸŽ“ B.Tech student (Mathematics & Computing – CSE) at NSUT, New Delhi
  • πŸ€– Passionate about LLMs, Prompt Engineering, NLP, RAG pipelines, and Applied AI
  • πŸ›  Currently building:
    β†’ Production-style RAG systems
    β†’ Prompt-optimized LLM applications
    β†’ AI-powered recommendation tools
  • 🌱 Learning: LangChain, Vector Databases, Model Optimization, MLOps basics
  • πŸ’¬ Ask me about AI, LLMs, NLP, prompt design, or cracking DSA
  • πŸ“« Reach me at: yashikaparjapati2003@gmail.com

🧠 Tech Stack (Aligned to AI Roles)

Core AI / ML

Python PyTorch TensorFlow scikit-learn

LLMs / NLP

LangChain Ollama HuggingFace ChromaDB

Full-Stack / Tools

React Streamlit Docker Git


πŸš€ Featured Projects

πŸ”Ή RAG-based Virtual Mentor Chatbot

Optimized prompts, built embeddings pipeline, integrated Ollama LLMs, and achieved <2.5s response time.

πŸ”Ή Smart Career Recommender (RAG + Recommendations)

  • Used MiniLM embeddings + cosine similarity
  • Achieved 15% Recall@3 boost
  • Built full UI in Streamlit

πŸ”Ή Unicorn Valuation Prediction (ML Modeling)

  • EDA + engineered features
  • OLS vs Random Forest
  • Achieved RΒ² = 0.91

πŸ“Š GitHub Stats


🌐 Connect With Me


β€œBuilding cool things with AI, one prompt at a time.”

Pinned Loading

  1. agents-assignment agents-assignment Public

    Forked from Dark-Sys-Jenkins/agents-assignment

    A powerful framework for building realtime voice AI agents πŸ€–πŸŽ™οΈπŸ“Ή

    Python

  2. AI-Chef AI-Chef Public

    Python

  3. Assesment_Reccomendation_System Assesment_Reccomendation_System Public

    Python

  4. chatbot_project chatbot_project Public

    chatbot project for SIH