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I am Ashwin. I build scalable systems, dissect neural networks, and climb rocks. This space is my log for thoughts, lessons, models, systems, and experiments.
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6 SectionsMuse
Jul 01, 2026
On the underlying idea of intelligenceTEL
Apr 09, 2026
Debugging torch.compile & stories of recompilationPosts
Mar 30, 2026
Build Idea - My BossNotes
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An Overview Of Gradient Descent Optimization AlgorithmsBlogs
Feb 16, 2026
You think you knew Dropouts ?Builds
Feb 08, 2026
Seq2Seq Transformer