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Troy-LL/README.md

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👋 The Core

I am Troy, a builder from Manila. My philosophy is simple: Execution over theoretical.

I make things for the sake of making them. Most of what you see here started as an itch—a random idea or a "what if" that I refused to leave in the realm of the theoretical. I value the act of building above all else, because an idea only truly exists once it survives its first encounter with reality.

I’m just a nerd with the privilege of being able to apply the things I enjoy. Whether I'm compacting LLMs to run on edge devices or experimenting with local-first tools, I'm usually just following a trail of curiosity to see where it leads.

  • The Philosophy: Build it first, theorize later.
  • The Driver: Turning "that could work" into "it's working right now."
  • The Identity: A perpetual student of the craft, building for the joy of the process.

🛠️ The Toolbox

AI & Data Engineering

Python PyTorch SQL LlamaIndex Ollama ChromaDB FAISS

Full-Stack Development

TypeScript JavaScript React Next.js Node.js Flask Tailwind CSS


🌐 Beyond the Code

I believe that technology scales best through community. I spend my time leading developer groups and mentoring the next generation of builders.

  • Lead Roles: ASES Manila, GDG on Campus - PUP Manila, AWS Cloud Club Philippines.
  • Focus: Translating technical depth into learning systems that empower others.

📫 Let's Connect

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