I started programming at 10 by building and publishing browser-based Flash games.
Watching real people use what I made taught me a lesson that still shapes my work: software becomes meaningful when it survives contact with real users.
Today, I build AI systems that survive real workflows. I work on multilingual documentation, GitHub-native automation, and reliable LLM operations.
Microsoft MVP in Microsoft Foundry
- Azure / co-op-translator — open-source tooling for translating Markdown, notebooks, and images while preserving structure and review loops.
- Localizeflow — production infrastructure for continuously maintaining multilingual documentation through GitHub pull requests.
- Fixing Broken Markdown in AI Translation: Hardening a Production Pipeline (Apr 30, 2026)
- Rethinking Documentation Translation: Treating Translations as Versioned Software Assets (Feb 4, 2026)
- Co-op Translator: Current Status and v0.10.0 Release (Aug 25, 2025)
- Automate Markdown and Image Translations Using Co-op Translator (Oct 15, 2024)
- Teach ChatGPT to Answer Questions with Azure AI Search and Azure OpenAI (Nov 2, 2023)
This work currently spans 18 repositories, 55 languages, and more than 44 million processed words.



