Elliot Sones.
AI Engineer
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Toronto · TMU '29
Elliot Sones.
AboutExperienceProjectsCompetitionsLearning Blogs

Learning blogs.

MLP digit classifier demo
Machine Learning, from scratchseries · 4 parts

Frameworks hide exactly the parts you should understand, so I built the parts. Every major architecture implemented from first principles with no high-level ML wrappers, each with a live demo you can try right on the page.

MLP · CNN · RNN · Transformer →
Kernel-level optimization for transformer modelsNotes on writing and tuning GPU kernels for transformer models — being written.GPUJul 2026→
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