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winstonkoh87/README.md

Hi, I'm Winston Koh πŸ‘‹

Strategic Systems Architect | Singapore πŸ‡ΈπŸ‡¬

I build AI-augmented knowledge infrastructure that compounds over time.


πŸš€ Active Projects

Project Description
Athena AI-Powered Personal OS β€” 234 protocols, 480+ sessions
Portfolio Human strategy, AI execution

πŸ“„ About Me


🧠 Tech Stack

Python Supabase PostgreSQL TypeScript Gemini

πŸ“Š Current Focus

  • πŸ” Vector-based semantic memory systems
  • πŸ€– Human-in-the-Loop (HITLO) AI optimization
  • ⚑ Protocol-driven workflow automation

πŸ‘€ Interests

  • Quantitative Strategies β€” Algorithmic trading, risk modelling, market microstructure
  • AI Infrastructure β€” Building systems that think with you, not just for you
  • Psychology β€” Decision science, cognitive biases, schema therapy

πŸ’žοΈ Looking to Collaborate

I'm open to collaborating with pragmatic builders on:

Type What I Bring
AI/Automation Projects VectorRAG architecture, semantic memory systems, protocol-driven workflows
Trading Systems Risk modelling, algorithmic strategies, position sizing frameworks
Technical Content Documentation, system architecture write-ups, developer tooling

Ideal collaborator: Ships fast (70% rule), values robustness over cleverness, comfortable with async communication.

πŸ“« Connect

Portfolio LinkedIn Email


"The best way to predict the future is to build it."

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  1. Athena-Public Athena-Public Public template

    AI-Powered Digital Personal Assistant built with Google Antigravity (Gemini) β€” a framework for cognitive augmentation and knowledge management.

    HTML 5