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Abhik Sarkar's avatar

Teaching Machine to be Smart

Abhik Sarkar is an experienced Python Machine Learning Engineer with over eight years of expertise in scalable, intelligent solutions.

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TalkGPU Programming 101 in PythonA hands-on workshop introducing GPU kernel programming using Triton — write high-performance GPU kernels in pure Python without needing deep CUDA expertise.
  1. ConceptSpeculative Decoding: Draft, Then Verify
  2. ConceptNVIDIA GPU Operator: Declarative GPU Stacks on Kubernetes
  3. PaperMegatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Articles

Work

  1. Cloudastructure Inc logo
    Company
    Cloudastructure Inc
    Years at company
    Role
    Director, Machine Learning since
  2. Quantiphi Inc logo
    Company
    Quantiphi Inc
    Years at company
    Role
    Machine Learning Engineer
  3. Deloitte logo
    Company
    Deloitte
    Years at company
    Role
    Business Analyst
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Bookmarks

Resources I find valuable and recommend to anyone interested in ML and engineering.

Making Deep Learning go Brrrr From First Principles

Horace He

Transformers from Scratch

Brandon Rohrer

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