Hi there 👋

Personal blog.📓

Seeking an ML Engineer Role — Contact me at [email protected]!

Latest Projects

• 👨‍🚀tinypilot: AI agent that helps you learn the tinygrad codebase and updates you on the latest bounties.

• 👨‍🔬HubermanAnswers: Ask questions, get answers straight from Dr. Andrew Huberman’s podcasts - an AI agent that uses NLP to deliver context-aware responses from podcast transcripts.

• 👨‍💻ShallowFlow: Lightweight LLM training framework focused on cost-effective training on local GPU and AWS.(In progress)

• 🤖transformer-from-scratch: From-scratch implementation of the Transformer architecture from the "Attention is All You Need" paper, built with PyTorch.

• 🦾GPTmashina: GPT2 built from scratch for learning purposes. Optimized with training speedups: Flash Attention, mixed precision (bfloat16), model compilation with torch.compile, and cloud GPU deployment on V100.

Currently:

• Learning the nuts and bolts (GPU/Compiler part) of tinygrad.
• Building end-to-end ML projects that solve personal and practical challenges.
• Contributing to open-source (Unsloth, Browser-Use...).