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winstonkoh87/README.md

Hi, I'm Winston Koh 👋

Last updated: 04 Jan 2026

Strategic Systems Architect | Singapore 🇸🇬

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

🚀 Projects

Project Built With What It Does
Athena Python, Supabase, Gemini, Claude AI-Powered Personal OS — 277 protocols, 580+ sessions
Portfolio HTML, CSS, JavaScript 7 pages, 6 articles, 5 live demo sites — zero frameworks

🧠 Tech Stack

Languages & Frameworks

Python TypeScript JavaScript HTML5 CSS3

AI & Data

Gemini Claude OpenAI Supabase PostgreSQL

Tools & Infrastructure

Git GitHub Actions VS Code Cloudflare

📊 What I'm Working On

  • 🔍 Vector-based semantic memory systems
  • 🤖 Human-in-the-Loop (HITLO) AI optimization
  • ⚡ Protocol-driven workflow automation

💼 What I Can Build For You

Capability Proof
Full-Stack Web Development 5 live demo sites
AI Workflow Automation Athena: 277 protocols
Technical Writing 6 published articles
SEO & Analytics GA4, JSON-LD, meta optimization

💞️ Open to Collaborate

Looking for pragmatic builders who:

  • Ship fast (70% rule)
  • Value robustness over cleverness
  • Are comfortable with async communication

📫 Connect

Portfolio LinkedIn Email

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

Pinned Loading

  1. Athena-Public Athena-Public Public template

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

    HTML 11 2