Writing
Currently, my technical writing is mainly hosted on Medium. Below is a list of topics I covered so far.
Reinforcement Learning for Reasoning Tasks
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Generate Once, Train Many: Implementing GRPO’s Efficient Sampling from Scratch
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Beyond
generate(): A Deep Dive into Stateful, Multi-Turn LLM Rollouts for Tool Use
Optimizer
Distributed Computing
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The “Turtle Speed” Breakthrough 🐢✨, Part 3: My Map of the Distributed Nightmare
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The “Turtle Speed” Breakthrough 🐢✨ Part 2: The Blueprint for Distributed Chaos
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The “Turtle Speed” Breakthrough 🐢✨: Decoding Distributed Optimizers from FSDP to Muon’s Secret Sauce
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No-BS Glossary: Distributed Training 🚀 + The WHY Behind The How
Engineering Best Prqctices
AI Ethics
I also cover cutting edge mahine learning research papers for the Batch from
DeepLeaning AI