ROOMNET

OVERVIEW

RoomNet is a roommate matching platform designed to embed inside university housing applications. Student preference responses are embedded via OpenAI and matched via cosine similarity queries in Pinecone, returning ranked candidates at sub-second latency.

HIGHLIGHTS

• 01Built a vector-based matching pipeline using LangChain and Pinecone
• 02Student preference responses embedded via OpenAI and matched via cosine similarity
• 03Returns ranked roommate candidates at sub-second query latency
• 04Designed as a drop-in module for existing university housing portals
• 05Semifinalist in the UNH Paul J. Holloway Prize Competition

RECOGNITION

TECH STACK

SCREENSHOTS

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