Projects
A focused set of products and tools. Each one shows the problem, an important decision, and the proof available today. Earlier experiments stay below as an archive.
Site that turns a Letterboxd year into shareable wrapped-style cards.
The scrape worker always accepts jobs, so uploads never bounce. The wait became part of the product through a motion scene tier system.
Evaluation system that turns a solo founder inbox and lead flow into scored, reviewable actions.
Every model output passes runtime schema validation before it reaches the decision log. Corrupted records get tolerated instead of breaking a run.
CLI that polishes prompts written for coding agents before they ship.
Adapters target real agent harnesses directly, so a polished prompt drops into an existing Claude Code or Codex workflow without extra setup.
These projects are part of the archive, not the primary showcase. They remain here as a record of earlier exploration.
Open-source CLI that tracks AI tool spend across sessions: 800+ sessions analyzed, overpay detection, 6-archetype classifier, Rich TUI dashboard.
I built TAP because I needed to see where AI-tool spending was going. It turns session history into costs, patterns, and overpay signals.
Local-first Claude Code usage dashboard that parses history data and shows per-project engineering activity without uploading private logs.
It stays small and inspectable: local history in, per-project activity out, with no log uploads.
2D reinforcement-learning environment using Unity ML-Agents PPO with reward shaping, TensorBoard training, ONNX export, and Unity deployment.
The project follows one complete loop from reward design and PPO training to ONNX export and in-editor use.
Peer-to-peer trading platform for the university community with a practical product mindset.
AES-256 encrypted credential manager focused on reliable local storage and usability.
Cloud-storage simulator built on Express and MongoDB to practice backend architecture.
Feedback dashboard for indie game developers with auth and API-first structure.
Movie review web app clone built to explore media platforms and social review patterns.