Now: Anyscale · Member of Technical Staff
Hello, I’m Nehil.
An ML platform engineer who loves solving problems for customers at Anyscale. I have been partnering with ML team and leaders to scale their AI solutions with Ray. I have been coding for over 10+ years. I love distributed systems and the startup ethos. Also a bit of sketchnoting and pickleball (these keep changing)
What I'm working on
ANYSCALE
Field engineering
I partner with ML and platform teams on the hard parts of scaling distributed AI on Ray… multimodal pipelines, distributed training, and inference engineering.
WRITING
Notes from the field
Experiments, TILs, retros, and sketchnotes.
Latest
Nov 17, 20264 min read·roboticsraysimulation
I set up NVIDIA's ASPIRE on Anyscale and found the design I pitch for scaling sims
Many sims share one copy of each service. Here's what Ray adds.
May 12, 20266 min read·anyscalerayai-agentsoptimization
47 experiments in 3 days: I let Claude Code optimize a Ray Data pipeline while I was sleeping
I gave Claude Code a scoring function, an objective file, and a stuck embeddings pipeline. It halved the GPU count and cost, finding fixes I wouldn't have tried.
May 15, 202510 min read·writingdata infrastructure
Why is everyone talking about Iceberg?
Nov 13, 20245 min read·genaihackathon
How we won Code Interpreter 2.0 with ProoferX
The Agentic AI that ensures code reliability and completeness in Docs!
Jul 08, 20249 min read·genai
I built an AI app to Connect with Your Dream Team at a Hackathon
Won $2000 in Fireworks AI Credits by building an AI app to find ideal hackathon teammates