Things we've built.

Automated AI video pipeline for YouTube Shorts

Multi-model production pipeline: GPT-4o-mini generates scripts, ElevenLabs handles voice, Whisper transcribes captions, FFmpeg renders the final video. Runs on a launchd schedule and publishes directly to YouTube — no manual steps between idea and upload.

AI agent that measures engineering team contributions via GitHub

Connects to GitHub repos via the API, pulls PR history per team member, and uses Claude to synthesize contribution patterns — volume, review activity, PR size distribution, and merge rate — into per-contributor reports. Gives engineering managers a fair, data-backed picture beyond raw commit counts.

Multi-agent system for financial analysis

Agents collaborate via tool use to fetch, analyze, and synthesize financial data. Each agent owns a specific task — data retrieval, ratio analysis, narrative generation — and hands off to the next without human intervention between steps.