Projects

Students were spending hours manually comparing sections and class times when computers could process and optimize schedules instantly.

Built a 2-stage semantic search engine (ChromaDB + cross-encoder) paired with Gemini 2.5 Flash for natural-language constraint parsing and deterministic conflict-free schedule generation across 15,000+ sections.

Embedded development has high friction: desktop-only IDEs, constant USB debugging, and manual pin mapping slow down rapid hardware prototyping.

Forge brings hardware programming to mobile. Describe a build in plain English and an AI agent generates matching C++ code. The backend compiles with PlatformIO and flashes the ESP32 over the air. A dashboard is generated from the hardware layout.

I was too lazy in the mornings to spend time picking out outfits, so I wanted an app where an AI stylist could schedule and plan outfits for me.

Created a cross-platform mobile assistant with automatic background removal, fine-tuned CLIP ViT-B/32 clothing tagging, and local on-device vector similarity search using SQLite and sqlite-vec.

Off-grid outdoor explorers and disaster areas lose all communication when cellular networks and power infrastructure fail.

Engineered an ESP32 emergency communicator featuring environmental sensor triggers (submersion, altitude shifts, angular jerk), a flood-relay LoRa radio mesh network, and a local Wi-Fi web interface.