Hi, I’m chinoll.

I build machine-learning systems, from reinforcement-learning workflows to efficient GPU kernels. My work connects model ideas with practical, open-source implementations.

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Selected projects

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Chito

Reinforcement learning in a regular PyTorch loop. Flexible rollouts, readable training recipes, and agent workflows.

PyTorch · Reinforcement learning

TileMix-comfyui

A fused Triton kernel for mixed-precision attention in diffusion transformers, with a ComfyUI integration.

Triton · GPU kernels · Diffusion

Notes & experiments

Writing on programming, graphics, and the ideas I explore.

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Chino and Tippy against a blue gingham and lace backdrop.