Siddhant Patil/Founding AI Engineer
I ship AI as products,
not experiments.
AI, backends, integrations—reliability first.
Not just the demo.
01 / 03
A demo answers the question you rehearsed.
Happy path, clean input, someone who already knows what to type.
02 / 03
Production asks a different one.
The policy changed in January. The person asking is not cleared to see the answer. The provider is down. A member disputes what they were told six months ago.
03 / 03
I build for that question, then measure whether it holds.
Rules in code, not in a prompt. An eval set before the launch. Failures triggered on purpose and written down.
Two systems, measured below