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Theebban/README.md

Theebbanraj Asokan

I build production AI and software systems, and the part I care most about is the unglamorous one: what happens when they change.

I am an engineer in the semiconductor industry by background (BEng Mechanical), and I design, ship and operate software alongside that, including LLM features running in production.

Public work

  • Production model migration case study: a verified production LLM model migration, kept strictly separate from the stronger method that came after it, and how that method evolved into ModelPromote. Runnable offline.

  • ModelPromote: governs the switch when you change the AI model in production. Approval, read-back activation, telemetry verification, rollback, one portable record. TypeScript, zero runtime dependencies, on npm with verified provenance.

  • asinstalled: tests an npm package the way its users receive it: packed, installed into a clean project, and run on every Node version its engines field promises. Built for my own releases; it runs in ModelPromote's CI.

Earlier work

  • Peer-reviewed review of natural-fibre bicycle brake calipers (2017), from my engineering degree at Multimedia University.

Popular repositories Loading

  1. modelpromote modelpromote Public

    Govern the switch when you change the AI model in production: require approval, activate with read-back confirmation, verify from telemetry, and roll back to a locked target. Leaves one portable mi…

    TypeScript

  2. Theebban Theebban Public

    Profile

  3. production-model-migration-case-study production-model-migration-case-study Public

    A verified production LLM model migration, and how its method evolved into ModelPromote: blind evaluation, human approval, read-back activation, telemetry verification and rollback. Runnable offlin…

    TypeScript

  4. asinstalled asinstalled Public

    Test your npm package the way users receive it: pack it, install the tarball into a clean project, and run it on every Node version your engines field promises. Also checks docs against package.jso…

    TypeScript