Blog

Writing.

Write-ups from my own projects: what broke, why, and what I check now.

  1. 01

    The Teacher Was Less Accurate Than the Student. Distillation Still Helped.

    Same recipe, two datasets, opposite results, and what the teacher's confidence had to do with it

    ML Research8 min
  2. 02

    My “single-thread” benchmark was using 28 threads

    torch.set_num_threads(1) doesn't pin ONNX Runtime: a latency bug I caught before publication

    ML Systems6 min
  3. 03

    Client-Server Architecture for Beginners

    Step-by-step explanation of client-server systems, networks, and protocols for beginners

    SystemsHashnode ↗

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devanshpandeyji4321@gmail.com
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