I build practical tools that turn messy files, logs, messages, and media into reviewable output.
Python and TypeScript · AI automation · backend/API products · local-first workflows
KikuAI tools · PATAS · Experience & evidence
My recurring workflow is simple:
messy input -> deterministic checks + AI assistance -> report, repair, transcript, export, or control loop
I own the path from product framing to tests, documentation, deployment, and the final artifact a person can inspect.
Selected products and proof projects
- PATAS - audit-first pattern discovery and rule management for historical message/log exports.
- WordPress ZIP Doctor - browser-local installability inspection for WordPress packages.
- Long Video Transcriber - browser-local transcript and SRT/VTT export workflow.
- Untwine - deterministic diagnosis and repair for Articulate XLIFF import failures.
- Merchant Feed Leak Checker - feed triage, safe repair, patch CSV, and review report.
- ClipStash - local-first macOS clipboard history utility in Swift.
- reliapi - retries, caching, circuit breakers, and rate limits for API/LLM workflows.
- issue-control-loop - deterministic GitHub Issue workflow for human-agent execution.
More links
License note
No open-source license is granted for profile text or images unless a file says otherwise. See LICENSE.





