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Gaurav Tadkapally

  • Write-ups

    Technical articles, tutorials, and notes on anything machine learning.

  • Building ML from scratch

    Building ML from scratch, focusing on the fundamentals and the matrix multiplications.

  • Projects

    A collection of ML projects focused on RAG, LLMs, Transformers, and deep neural networks.

Featured | See how I accelerated LLM code generation by 20x! Demo Blog

Featured | testGen: AI Software Tester

LLM based software test generator, implemented using optimized LLM decoding strategies (Speculative Decoding), accelerating inference by 3x, and Abstract Syntax Tree (AST)-based retrieval for precise code context.

Watch the demo to see it in action!

Hire me! Resume