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ShraddhaPatel1906/README.md

✨ Turning Data into Intelligence ✨

πŸŽ“ M.Sc. Data Science Student at IIIT Lucknow
πŸ€– Aspiring AI / Machine Learning Engineer
πŸš€ Passionate about Generative AI, NLP & LLM Applications


πŸ‘©β€πŸ’» About Me

  • πŸŽ“ Pursuing M.Sc. in Data Science at IIIT Lucknow
  • πŸ€– Interested in Artificial Intelligence, Machine Learning, Deep Learning & NLP
  • 🌱 Currently exploring Generative AI, LangChain, RAG & LLM Applications
  • πŸ’‘ Love building real-world AI projects and solving practical problems
  • πŸš€ Working on end-to-end AI applications with deployment
  • πŸ“š Always learning and improving my technical skills

πŸš€ Tech Arsenal

πŸ’» Languages & Development


πŸ€– AI / Machine Learning


⚑ Generative AI & LLM Stack


☁️ Deployment & Tools


🧠 Currently Learning

πŸš€ Domain ✨ Topics
Generative AI LLMs, Prompt Engineering
AI Frameworks LangChain, Hugging Face
AI Systems RAG Pipelines
Deep Learning CNNs, Transfer Learning
NLP Transformers, BERT
Deployment Streamlit, GitHub

πŸ”₯ Featured Projects

🎬 Movie Recommender System

  • Content-Based Recommendation System
  • Cosine Similarity Based Recommendations
  • TMDB API Integration
  • Interactive Streamlit UI
  • End-to-End Deployment

πŸ“„ PDF Question Answering RAG System

  • Retrieval Augmented Generation (RAG)
  • PDF Document Processing
  • Semantic Search
  • FAISS Vector Database
  • Groq LLM Integration

πŸ€– AI & Generative AI Projects

  • LangChain Applications
  • Prompt Engineering Workflows
  • LLM Experiments
  • Streamlit AI Apps

πŸ“Š GitHub Analytics


πŸ† GitHub Trophies


πŸŽ“ Education

πŸ›οΈ Master of Science (M.Sc.) in Data Science
Indian Institute of Information Technology, Lucknow (IIIT Lucknow)


🎯 Career Goal

πŸ”Ή AI Engineer
πŸ”Ή Machine Learning Engineer
πŸ”Ή NLP Engineer
πŸ”Ή Generative AI Developer
πŸ”Ή LLM Application Builder

πŸ’‘ Passionate about building intelligent systems using Machine Learning, Deep Learning, NLP, RAG, LangChain and Large Language Models.


πŸ“ˆ Contribution Activity

Shraddha's github activity graph

🌐 Connect With Me


πŸ’‘ Quote

"The best way to predict the future is to build it."


⭐ Thanks for visiting my profile!

πŸš€ Learning β€’ Building β€’ Growing

Pinned Loading

  1. AI-Study-Buddy AI-Study-Buddy Public

    AI-powered PDF Question Answering System built with Streamlit, FAISS, Sentence Transformers, and Groq LLaMA 3.1 using Retrieval-Augmented Generation (RAG).

    Python 1

  2. Brain-MRI-Cancer-Detection Brain-MRI-Cancer-Detection Public

    Brain Tumor Classification using CNN and MRI Images. Detects Glioma, Meningioma, Pituitary, and No Tumor from brain MRI scans.

    Jupyter Notebook

  3. Movie-Recommender-System Movie-Recommender-System Public

    🎬 Content-Based Movie Recommendation System built using Python, Machine Learning, Streamlit, and TMDB API. Recommends top 5 similar movies using cosine similarity.

    Jupyter Notebook

  4. Multi-Source-AI-Knowledge-Assistant Multi-Source-AI-Knowledge-Assistant Public

    An AI-powered RAG application built with LangChain, Groq, HuggingFace Embeddings, ChromaDB, and Streamlit that answers questions from PDFs, DOCX, TXT, Websites, and YouTube videos.

    Python

  5. twitter-sentiment-analysis twitter-sentiment-analysis Public

    A machine learning pipeline for Twitter Sentiment Analysis using Pandas and Scikit-Learn. Achieves ~79% accuracy on 1.6M tweets.

    Jupyter Notebook

  6. ShraddhaPatel1906 ShraddhaPatel1906 Public