· 1 min · updated Sep 27

hit me up

i answer most things. these are the ones i answer fastest, and where i am most useful.

In this note02 sections

good reasons to reach out

  • you are taking an ai product from a demo to production, and the demo is the part you have already done
  • you have a retrieval system that confidently returns the wrong passage and you cannot work out why
  • you are building agents that need memory, permissions or a human in the loop, and want someone who has shipped all three
  • you maintain one of the projects i have opened a pull request against and something needs fixing

where to find me

usually within a day · asia/kolkata


if you would rather read first, start at about me and follow it into now.

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