Contributions and outcomes
- Hackathon: BUILDMODE GEN-AI HACKATHON 2026 (FUTUREMODE × SITCON), overall first place among 600+ developers, with a team of 5.
- Owned AI interest analysis, data processing, and matching: semantic video tags, precomputed and cached versioned semantic embeddings, weighted personal interest clustering, and watch-time allocation across multi-topic videos.
- Built CI-gated continuous deployment that ships immutable images and verifies after each deploy.
Screenshot provenance: The production home page; the dashboard on the right is the site's built-in sample data.