InstaLite

InstaLite is an Instagram clone built for scale — profiles, post feeds, nested comments, real-time chat, and profile discovery. The backend runs on Node.js with a MySQL schema on AWS RDS and file storage on S3, with custom indices and optimized queries keeping things fast. The most interesting piece was using ChromaDB vector embeddings to power image similarity search, letting users find celebrities who look like their profile photo.