Full-Stack AI Engineer, Creative Intelligence
AI Case Leads · Remote · Full-time or long-term contract

Before you apply: this role has three must-haves (full-stack TypeScript, PostgreSQL and backend engineering, and production AI you have measured). If you do not have all three, it is not a fit. Listing a technology in a skills section is not enough; we look for where you used it in real, shipped work.

What we are building
We are a legal-intake advertising operation. We built an internal platform that watches every ad we run and measures it against one number: cost per signed case.
A multimodal model watches each video and returns a timestamped transcript and a scene breakdown. We map viewer retention onto those scenes, tag each creative on a structured genome (hook pattern, spokesperson, claim type, emotional arc, offer framing), and join it all to signed cases from our intake CRM.
On top of that sits what we call the Brain. It diagnoses why a creative is failing and points to the part of the script where viewers leave. It reviews a brief scene by scene, proposes the next iteration,



and records a dated prediction that a nightly job later settles against what actually happened.
It is real, it is running on live spend, and we do not yet know how good it is. The job is to make it good, and to build and run the platform around it.

The mandate
Make the Brain something a creative strategist trusts enough to work from every day. Not to replace them: to make one strategist as productive as five, by answering the questions they currently answer on instinct.
• Why is this angle working in one market and dying in another?
• Why does this hook hold, and that one lose most of the audience in three seconds?
• What should the next iteration of this brief change, and what must it not touch?
• Is this brief actually failing, or is the sample too thin to say?

And make the platform around the Brain rapid and reliable enough that the whole team works in it, not around it.

What you

📌 Artificial Intelligence Engineer (India)
🏢 Ai Case Leads
📍 India