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Let's Build Something Useful
Open to interesting problems and conversations|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. Whether you have a project, a role, a research question, or just want to compare notes, I'd like to hear from you.
Get in touch
- kaustubhlall@gmail.com
- linkedin.com/in/kaustubh-lall
- GitHub
- github.com/KaustubhLall
- Location
- San Diego, CA · also LA / NYC
Prefer email or LinkedIn for the fastest response.
Time Zone
PT (UTC-8/-7)
Pacific · San Diego, CA
Response Time
Usually within 1–2 business days
Elsewhere
Send a message
Draft an emailCurrent Focus
- Agent architectures with real tool use
- RAG platforms and retrieval quality
- Evaluation infrastructure for GenAI features
- Clinical ML with interpretable baselines
Open to
- Senior GenAI / ML engineering roles
- Research collaborations
- Advisory and consulting conversations
- Talking shop about 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 LinkedIn. I usually reply within one to two business days.
Are you open to new roles?
I'm happy to hear about senior GenAI/ML engineering and applied-research roles. Include a bit about the team and the problem space — that's what I read first.
Do you take on consulting or advisory work?
Occasionally, when the scope is clear and it doesn't conflict with my full-time work. Reach out with details and I'll tell you quickly whether it's a fit.
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.
Can we connect just to talk ideas?
Yes. I enjoy meeting people building or researching in this space — a short email works best.
Where are you based?
San Diego, California, on Pacific time. I've also been based in Los Angeles and New York City.