ML systems, open source, and useful tools.

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Page Home The front page and portfolio index ↗ Page Work Roles, teams, and production systems ↗ Page Projects Open-source and independent builds ↗ Experiment Reinforcement learning Agents, environments, and training runs ↗ Page Interview roadmap A practical ML systems study path ↗ Page Tools Useful things that run in the browser ↗ Page Education Academic background and foundations ↗ Page Blog Engineering and machine-learning notes ↗ Experiment Tiny planet Wander a low-poly world and find its wonders ↗ Tool Fitness Workout, cardio, and progress tracker ↗ Tool PDF annotator Draw, sign, and write on PDFs locally ↗ Tool Expense splitter Settle shared expenses with fewer payments ↗ Project banana.cpp A pure C++ inference engine for small LLMs ↗ Project smol-llama A 360M parameter LLaMA trained from scratch ↗ Project Micro-Llama Bare-metal inference on 264 KB of SRAM ↗ Project smoltorch Autograd and neural networks in NumPy ↗ Project NoPokeDB A compact vector database with crash recovery ↗ Project PoliteLlama An ORPO-trained model with impeccable manners ↗

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Writing, notes, and experiments

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Read my engineering notes, project write-ups, and experiments at blog.ifkash.dev.

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