AI Developer Advocate • Open Source • Speaker • Builder
I help developers build with open models, through code, workshops, and talks. I focus on LLMs, inference, and open source. Currently at Nebius.
Hi, I’m Sujee 👋
What I Work On
Developer Advocacy
Code, workshops, and community for AI builders.
Open Source
Open-source tools, evals, and benchmarks.
Talks & Workshops
Sharing what I learn about AI, LLMs, and inference.
Selected Work
Practical LLM Evals
Model visualizers, developer utilities for testing inference, and more.
ZebraBench
Browser-based benchmark for testing LLM inference endpoints - speed, latency, accuracy, and cost.
Allycat
End-to-end open-source RAG pipeline for website content.
Selected Talks
Recent Events
Latest Writing
31 Years With Linux: From Compiling Kernels to Running AI Models
Linux 0.02 was announced 35 years ago. I’ve used it for 31 of those years - from recompiling kernels to running AI models locally.
Fine-Tuning vs. Distillation vs. Quantization, Explained with LEGO
Fine-tuning, distillation, and quantization sound similar but solve different problems. This LEGO explainer shows how.
Another Happy Linux Mint User
Linux Mint 22 installation with best practices for disk partitioning and painless upgrades
What People Say
Peter J. Theobald, Akamai
“…one of the best I’ve attended. Clear, concise and hands-on, it really helped me understand all the components to building a LLM pipeline.”
Mike Chrabaszcz, Engineering Leader
“…a well organized, timely, and insightful workshop at the AI Summit.”
John Varghese, AWS Hero
“Sujee has a knack for explaining complex topics using easy to understand analogies.”