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Featured Projects
FinChat - Stock Analysis & Educational Chatbot
Gradio-based financial chatbot powered by a OpenAI and FAISS RAG to explain stock concepts and answer user queries, with automated technical indicator analysis and charting.
Chat Persistent RAG Application
Context-aware multi-PDF chat app using LangChain + RAG for semantic search and conversational memory, optimized for fast retrieval over long documents.
CineMatch - Movie Recommendation System
Content-based recommendation system using NLP + cosine similarity to suggest similar movies, with TMDb integration to display posters in a Streamlit UI.
Customer Churn Prediction System
End-to-end churn prediction pipeline on the IBM Telco dataset using XGBoost with SMOTE oversampling to handle class imbalance (~26% churn rate), achieving ~0.86 AUC-ROC. Integrated MLflow for experiment tracking, hyperparameter logging, and model registry. Delivered an interactive Streamlit dashboard with EDA visualizations, model performance metrics, and a live churn prediction interface.
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