Full-Stack Data Scientist based in Singapore 🇸🇬. I build end-to-end ML systems — from data pipelines and model training to FastAPI backends and the React UIs people actually click on.

Over a decade of experience spanning industrial automation, port operations, semiconductor manufacturing and insurance/wealth planning sector.

🏆 GitHub Copilot Ambassador  ·  🎓 MTech Intelligent Systems

Languages & Frameworks

AI / ML

Infrastructure

• 🌐 weiliangyee.dev — Personal site, hosted on my home NAS.

• End-to-end ML delivery: data ingestion → modeling → API → frontend
• Production LLM/RAG pipelines that hold up under real user load
• Cutting time-to-market on data products (recent benchmark: ~50% reduction)
• Genuinely full-stack — comfortable from SQL all the way up to React state management

• 🌐 weiliangyee.dev
• 🐙 GitHub: @yeewliang
• 💼 LinkedIn: linkedin.com/in/wei-liang-yee
• 💬 Telegram: @wl_yee

_{When I'm not shipping code: reading, OpenRA / Command & Conquer, travel, and convincing myself the home setup needs just one more upgrade.}