About

Systems should make the next useful step easier.

I am Janak. I build practical AI workflows, automation, and technical systems for work that needs more than a clever prompt or a one-off script.

How I think

The work starts with the actual process: where people wait, copy information, make the same decision again, or lose context between tools. The technology follows the problem.

Working principles

Useful systems stay useful after the first week.

  1. 01Use automation where it removes real friction.
  2. 02Keep a person in the loop where judgment matters.
  3. 03Build systems that are understandable when something goes wrong.

Elsewhere

See the work in public.

GitHub is the best place to see experiments, tools, and learning projects as they develop.

Open GitHub