Projects

July 2026 · full-stack · deployed

Stemline

Version control for unreleased music — stem-level commits, audio-aware diffs, E2E encryption

Git for audio: commit individual stems, fork lineages without duplicating storage, and hear what changed with A/B crossfade and phase-cancellation diffs. Mixdowns split into stems on-device via HT-Demucs (onnxruntime-web / WebGPU→WASM) so audio never leaves the machine during inference. Content-addressed FastCDC uploads with AES-GCM per chunk; only changed stem bytes go up. Sample-locked multi-stem mixer, waveform comments, and RSA-OAEP wrapped project shares — storage only ever holds ciphertext.

July 2026 · full-stack · deployed

Parliavent

AI-refereed debate forum — every claim gets checked before it posts

Debate forum where an AI judge flags unsupported claims, likely fallacies, and vague wording in drafts before they post; writers resolve each flag themselves, and anything unresolved ships as a visible public caveat. Orchestrated agents plan search queries, fetch and rank source passages, verify whether each source actually supports the claim, and escalate risky claims into a bounded deep-dive investigation. Evidence jobs run on a FastAPI + Redis queue with staged progress and a graceful sync fallback; every LLM output is schema-validated, and the AI never edits or posts for the writer.

April 2026 · full-stack · deployed

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.

August 2026 · CLI + web demo · deployed

AutoQL

Legacy Playwright/Selenium locators → semantic AgentQL queries

Paste a Playwright or Selenium script; AutoQL statically parses brittle CSS/XPath call sites, names each control, and emits an AgentQL query_elements module. Same parse → translate → generate pipeline as the Python CLI, running instantly in the browser with an offline heuristic translator—or gpt-4o-mini when an API key is set.

July 2024

Ecosphere

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

July 2026 · full-stack · deployed

Outbreak

Patient-zero investigator for viral claims across the open web

Paste a claim or URL; Outbreak crawls public posts across the open web (web search, Reddit, HN), builds a Neo4j lineage graph, and runs a RocketRide agent for patient zero and amplification waves. Case dashboard with cascade graph and findings—links reflect public corpus signals, not verified attribution.

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.