MapMatch

Finding roommates with NLP powered by AWS

AWS PostgreSQL TypeScript Supabase Express

What if looking for a roommate was as easy as a google search – only but more accurate? Our answer is MapMatch. Inspired by retrieval augmented generation (RAG), we integrated semantic search, mind-map navigation, with AWS cloud technologies to match roommates based on their preferences and personalities.

AWS Technolgoy we used

Primitive frontend

[Read More]

Scholar Link

Find and Explore Relevant Research Papers (HTV9)

Flask Python Streamlit React

How can we make research more accessible, insightful, and engaging for researchers and students? Eddy, Chi, Jay, and I came up with an innovative web application that leverages cutting-edge AI to visualize connections between papers in a force-directed graph.

[Read More]