All Projects
A complete collection of my AI/ML and data science projects.
Showing 5 projects
FinEduGuide AI Assistant
AI-powered financial education assistant built with Retrieval-Augmented Generation (RAG) to deliver accurate, context-aware responses using trusted financial knowledge sources.
Credit Card Default Prediction
End-to-end ML pipeline for predicting high-risk credit card defaulters, nearly tripling model recall from 19% to 52% using SMOTE class balancing and XGBoost.
Telecom Customer Churn Analytics
Business analytics project that identified customer churn drivers across 7,000+ records, quantified ~$139K monthly revenue loss, and delivered actionable retention strategies via Power BI dashboards.
Books Recommender System
Personalized book recommendation system using collaborative filtering and similarity analysis to suggest relevant books based on user preferences.
Amazon Reviews Sentiment Analysis
NLP pipeline for automatically classifying Amazon product reviews into positive and negative sentiments using TF-IDF vectorization and machine learning classifiers.