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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 SectionsTEL
Apr 09, 2026
Debugging torch.compile & stories of recompilationPosts
Mar 30, 2026
Build Idea - My BossNotes
Mar 02, 2026
An Overview Of Gradient Descent Optimization AlgorithmsBlogs
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You think you knew Dropouts ?Builds
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Seq2Seq TransformerMuse
May 05, 2025
Why should you bet on yourself?