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amacharla15/README.md

M.S. CS student at CSU Chico and ex-Cognizant software engineer. I build backend systems, LLM inference tooling, and performance-focused C++/Python projects, with recent work in tokenization, observability, benchmarking, and hardware-aware ML performance.

Achievements

  • Built Chaos Reviewer — AI agent (Fetch.ai track @ Cal Hacks) — ~7.2K interactions
  • Certifications:
  • AWS Certified Developer – Associate
  • AWS Machine Learning Foundations
  • Meta Backend Developer (Coursera)

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  1. Parallel-BPE-Tokenizer Parallel-BPE-Tokenizer Public

    High-performance GPT-2-style BPE tokenizer in C++ with parallel batch encoding, thread-pool execution, thread-local caching, and benchmark-driven comparison against tiktoken and GPT2TokenizerFast

    C++ 2