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about

Yee Fei 黄俞菲

AI Engineer & Solutions Architect · Singapore

I transitioned from Materials Science and Piping Engineering to tech after a 2016 pivot inspired by 42 Silicon Valley. A self-taught generalist, I've specialized in Solutions Architecture and Cloud Infrastructure. Recently, I've been working on hybrid and on-prem NVIDIA stacks at Rafay. I am proficient in building full-stack MVPs for startup ideas and am now focused on AI Engineering and autonomous agent systems.

01

experience

Rafay (Asia)2024 - Present

Tech Lead

  • Architecting GPU PaaS solutions for distributed LLM training.
  • Optimizing infrastructure bottlenecks in scaling AI/ML workloads across hybrid and on-prem NVIDIA stacks.
Datature2023 - 2024

Head of Solutions Engineering

  • Led MLOps evangelism and high-throughput image processing optimization.
  • Built SDK-integrated cloud architectures for global enterprise customers.
Amazon Web Services2021 - 2024

Solutions Architect

  • Advised ISV accounts on Containers and Modern App architectures.
  • Delivered technical workshops across ASEAN and re:Invent Builders Fair.
Google2017 - 2021

Apps Technical Specialist

  • Developed internal efficiency tools and self-service troubleshooting apps.
  • Supported enterprise VM migration and AdMob platform scale.
stack

TypeScript · Python · Java · SQL · AWS · GCP · Supabase · MCP · LLMs · DevOps

certs & languages

11x AWS Certified · English · Mandarin · Malay · Cantonese

02

talks & writing