Zoeb Nomi

About — the record

Every claim on this site links to something you can check. This page is the ledger: what I've done, and where the evidence lives.

I'm Zoeb Nomi — an AI product manager at Instead, in Bengaluru, working on the hardest trust problem in applied AI: making a system tell the truth about its sources.

Medium · Keka Product · 16 Jan 2025 · 1 min read

Meet Zoeb Nomi: The Rabbit-Hole Explorer and CoreHR Maestro

"Hi, I'm Zoeb Nomi, a Product Manager on the CoreHR team at Keka…"

Zoeb Nomi
  • 2019

    B.E. Mechanical Engineering, MIT Aurangabad

  • 2021–2022

    Business Analyst, Hurix Digital

  • 2022

    STOA General Management Program

  • 2022–2025

    Product Manager, Keka HR · 3 roles, 2 promotions · BGV zero-to-one to $2.7M MRR

    Keka Product blog, Jan 2025 →

  • 2025

    Product Manager, Multiplier · global employment across 150+ countries

  • 2025–present

    Product Manager, Instead · owning production LLM output quality

    instead.com/research →

What I believe: evals are a product surface, not a QA afterthought. The interesting product work in AI is deciding what "good output" means, making that measurable, and wiring the measurement into how the team ships. That's what my flagship project, CrossSource, demonstrates in public.

If you're shipping an LLM product, let's talk about what your evals miss.