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Let's Build Something Useful

Questions about the work?|Production GenAI: agents, RAG, and the evaluation and infrastructure that make them reliable.

I build GenAI and agent systems that have to hold up in production. For questions about a project, research, or the engineering behind it, reach me by email or LinkedIn.

Get in touch

Email
kaustubhlall@gmail.com

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Location
San Diego, CA · also LA / NYC

Reach me by email or LinkedIn.

Time Zone

PT (UTC-8/-7)

Pacific · San Diego, CA

Elsewhere

Send a message

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To: kaustubhlall@gmail.comYour email account supplies your name and reply address.

What are you looking to do?

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Current Focus

  • Agent architectures with real tool use
  • RAG platforms and retrieval quality
  • Evaluation infrastructure for GenAI features
  • Clinical ML with interpretable baselines

Topics to discuss

  • GenAI and ML engineering
  • Research methods and results
  • Project design and tradeoffs
  • Agents, RAG, and evaluation

Preferred Work

  • Applied GenAI and agent systems
  • 0-to-1 prototyping under real constraints
  • Evaluation, reliability, and ML infrastructure
  • Technical leadership and mentoring

FAQs / Best way to reach me

What's the best way to reach you?

Email kaustubhlall@gmail.com or use the LinkedIn link above. The form opens a draft in your email app; you review and send it there.

What should a project inquiry include?

The problem, the current state (prototype, production, what data exists), and what a win looks like. Concrete beats polished.

What are you most interested in technically right now?

Agent systems with real tool use, retrieval quality, and the evaluation infrastructure that makes GenAI features trustworthy enough to ship.

Where are you based?

San Diego, California, on Pacific time. I've also been based in Los Angeles and New York City.