Hi, I'm Ali.
I'm the founder of Simplifine and a PhD candidate in Neuroscience at Oxford. I build tools for fine-tuning language models and study how biological neural networks learn.
I write here about ML, neuroscience, and whatever else I find worth sharing. Find me on GitHub and LinkedIn.
Articles
Serving Models Across 4 GPUs Without Losing Your Mind2026-04-12
gpuinfrastructurepython
Running Minecraft on a Kubernetes Cluster with Coding Agents2026-04-11
kubernetesgpuagentsinfrastructure
Why Your Agent Can't See Its Own Mistakes2026-04-10
agentsvision3d
OCR, Chunking, and Image Indexing for Scientific Papers2026-04-08
nlpretrievalocr
Using Latent Distance as a Proxy for Uncertainty2026-04-07
researchmluncertainty
Uncertainty-Guided Search Beats Beam Search2026-04-06
mluncertaintyinference
The Cliff Problem with Chain-of-Thought2026-04-05
mlresearchreasoning
Your Agent Needs to Know What It Doesn't Know2026-04-04
agentsuncertaintyresearch
Training a 3D Fighting Game as a Neural Network2026-02-03
ml3ddiffusioninfrastructure