About MantriAI
MantriAI is the search partner for this role. All applications come to us first. We screen and send only shortlisted profiles to the client.
About the company
We are the GenAI video arm of a well-funded consumer entertainment group. We make video content using an Agentic AI pipeline - a story goes in, finished episodes come out. Over 25 shows are live, and we are scaling to thousands of hours of content.

Why this role exists
A few months back, our pipeline ran on fixed workflows. We moved it to AI agents. Agents made us much faster, but they also do unexpected things - they take their own decisions, spawn sub-agents, and one small bad pattern can spoil many episodes. Today our product team debugs all this themselves. We want people whose full time job is to make this system reliable, and then keep making it better.

What you will do
Read the traces of agent runs to find exactly which step, prompt or skill caused a bad output
Study the positive runs too. When an episode comes out unusually well, find what the agent did differently,



and turn that into a permanent skill
Rebuild fixes in our QA setting - change prompts, add skills, re-run - and prove with before/after numbers that your version is better
Hand proven fixes to the dev team for production, then track them at scale
Run your own experiments to make episodes better - stronger cliffhangers, consistent characters, better pacing
Grow with the charter. We started with shows; promos and more are next

You should apply if
You have built and shipped at least one AI project end to end, on your own, that solves a real problem. It is live or demo-able, and you can share the link
When it broke, you found the exact cause and fixed it. You can walk us through that story
You can explain why a change improved your output, not just that it did
You build with AI tools daily - Claude Code, Cursor, Codex or similar
You can work from our Bangalore office

Details
Location: Bangalore, work fro

📌 Ai Product Engineer Bengaluru (India)
🏢 MantriAI
📍 India