My Projects
A curated selection of my personal explorations in software development, AI, and data science.
CanTrip – Canadian Travel Planning Platform
Building a full-stack travel planning platform that uses LangGraph AI agents to generate personalized itineraries, packing lists, and travel recommendations for destinations across Canada.
CoverForMe - AI Cover Letter Generator
Engineered a full-stack application using React and FastAPI that automatically generates tailored cover letters, reducing writing time by 80%.
Shyft RAG App – Retrieval-Augmented Generation System
Built a full-stack RAG application with React and FastAPI, enabling real-time question answering over user-uploaded documents with sub-second response times.
Heart Disease Patient Clustering Analysis
Applied K-Means clustering to segment 303 heart disease patients into 3 distinct profiles, achieving a silhouette score of 0.1908 and uncovering patterns for personalized treatment.
Smartphone Price Prediction Analysis
Designed and implemented end-to-end ML pipeline achieving 96.5% prediction accuracy. Engineered robust data processing system reducing feature extraction time by 40%.
Automated Fake News Detection
Engineered data pipelines and implemented LSTM, RNN, and BERT models for fake news detection, achieving high accuracy on various datasets.
ForumRank Website
Collaborated on a custom-designed discussion post website with contextual menus, responsive design, and MySQL database integration.
