Projects

2025 – 2026 · most recent

Faultline

ML training continuity & crash-to-resume

Full-stack platform for ML engineers who lose GPU time to crashes and preemptions: Python SDK on PyPI (faultline-sdk), FastAPI cloud API, Next.js dashboard, Postgres + object storage on Vercel, Render, Neon, and Cloudflare R2. Same repo includes a Rust persistence runtime (async checkpoint queue, gRPC) wired to the SDK for local training and benchmarks.

June 2025 · full-stack · deployed

Trace

Organizational intelligence platform that ingests GitHub and Slack activity, reconstructs cross-tool workflows, and builds an interactive knowledge graph. Surfaces evidence-backed insights on bottlenecks, knowledge risk, and process drift, plus an investigation agent that answers operational questions from real workspace data—not LLM guesswork.

July 2024

Ecosphere

Inventory tooling with image recognition, carbon insights, and a marketplace for trading products for cash or carbon credits.

September 2024 · Hophacks winner

DocReach

Mobile web app improving rural healthcare access with multimodal doctor communication and an outbreak-aware disease map.

April 2024 · Bitcamp winner

ResQVision

AI video analysis for disaster response: survivor cues, debris quantification, and heatmaps from aerial footage.

January 2024 · Hoyahacks winner

CtrlFMyVideo

Audio-driven search across large video libraries to surface incidents like collisions and gunshots for faster review.