The Curious Engineer

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Osman's Odyssey: Byte & Build

ahmadosman.com/blog

Ahmad M. Osman, a Software Engineer with a deep background in Machine Learning, Gen. AI/Large Language Models (LLMs). My journey began with coding at the age of 7, leading me through various roles at Mayo Clinic, Trimble, the Federal Home Loan Bank of Des Moines, and CloudInn. With academic credenti

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17 from 6 Sep 2024 to 26 Jun 2025
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2025 13

  1. First Came The Tokenizer
  2. So You Want to Learn LLMs? Here's the Roadmap
  3. Software Engineers Aren't Getting Automated—Local AI Has To Win
  4. My Ultimate DeepResearch Prompt Builder Template and How I Use It
  5. Just Like GPUs, We Need To Be Stress Tested
  6. Mastering the Game: How Corporate Politics Shape Your Career
  7. Once Undesirable, Now Undeniable
  8. Build Your Private AI Screenshot Organizer with LMStudio
  9. No, RAG Is NOT Dead!
  10. From the Shadows to the Feed: Why I’m Finally Playing the Game
  11. Key Highlights From Running DeepSeek R-1 671B on 14x RTX 3090s + Epyc 7713 & 512GB RAM
  12. Stop Wasting Your Multi-GPU Setup With llama.cpp
  13. Resources From X/Twitter Audio Space on LLMs & AI - 2025-02-02

2024 4

  1. Antifragile AI
  2. All In
  3. Serving AI From The Basement — Part II
  4. Serving AI From The Basement — Part I