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ShallenCrissle/README.md

πŸ‘‹ Hello, I'm Shallen Crissle Sequeira!

πŸŽ“ Final-year Information Science and Engineering student at A.J. Institute of Engineering & Technology, Mangalore
πŸ’‘ Passionate about GenAI systems, back-end engineering, and real-world applications of machine learning
🌐 Interning on industry-grade projects in ML, NLP, RAG, and LLM-based applications


πŸš€ Projects

Project Name Description Deployed Link Repository
EndoInsights: Machine Learning powered insights for better Endometriosis Care EndoInsights leverages deep learning for the improved ultrasound-based diagnosis of Endometriosis. β€” View
RAG Chat with C/C++ Code A powerful Retrieval-Augmented Generation (RAG) assistant designed to answer natural language questions about large C/C++ codebases. It combines CodeBERT-based embeddings, ChromaDB vector storage, and LLMs to deliver accurate and contextual responses β€” all wrapped in a friendly Streamlit UI. β€” View
PDF Question-Answering App A lightweight and powerful PDF QA app built with Streamlit, LangChain, FAISS, and Groq's LLaMA 3. Upload any PDF and ask natural language questions β€” get accurate answers instantly. View View
GenzPass Secure password strength estimator with bcrypt hashing & REST API built using JavaScript and Express. View View
Nurse Allotment App Real-time nurse-patient matching system built with Node.js, Express.js, and MongoDB. β€” View
Market Prediction Value Streamlit web app predicting EPL player market value based on age, stats, club, and popularity using ML (Gradient Boosting Regressor). View View

πŸ› οΈ Tech Stack

Frontend:
React HTML CSS Streamlit

Backend & APIs:
Node.js Express.js REST Postman

AI/ML:
Python TensorFlow PyTorch LangChain RAG

Databases:
MongoDB SQLite

Tools:
Git GitHub VS Code Jupyter Colab


πŸ“ˆ GitHub Stats

Shallen's GitHub Stats Top Languages

Streak

🀝 Let's Connect

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✨ β€œCode. Collaborate. Create.”

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