AI engineer · Researcher · Builder

Yee Yang Tee (郑奕扬)

Used to teach machines how to see. Now leveraging talking machines to seek alpha.

Portrait of Yee Yang Tee

About

Hi, I'm Yee Yang — an engineer, tinkerer, and lifelong learner who loves to build products, tools, and explore new technologies.

I am currently an AI Engineer at Balyasny Asset Management, applying cutting-edge AI and deep learning to solve complex problems in quantitative finance.

My goal in life is to learn as much as I can, solve challenging problems, and achieve meaningful goals. I happen to hold a PhD in Electrical and Electronic Engineering (Deep Learning, Computer Vision) from NTU Singapore.

  • Deep Learning
  • LLM
  • Applied AI
  • Computer Vision
  • ML Deployment
  • Tooth-brushing

Experience

Current

Balyasny Asset Management

Artificial Intelligence Engineer

Applying machine learning, deep learning, and language models at a global multi-strategy investment firm.

American Express

Data Scientist

  • Led redevelopment of a marketing model driving approximately US$5M in annual incremental revenue.
  • Led modelling for a new marketing system with estimated revenue impact above US$30M.

Nanyang Technological University

Researcher

Key researcher in the Nanyang–DSO Graduate Programme, producing eight deliverables over four years on a project valued at approximately S$300K.

The University of Texas at Austin

Visiting Research Scholar · VITA Group ↗

Collaborated with the VITA research group on computer vision during a six-month research exchange.

inspections.ai

Chief Technology Officer

Led development of visual-AI products, including smart-camera systems for workplace safety and operational insights.

Independent Consultant

Deep Learning Consultant

Delivered more than ten technical projects worth over S$200K across finance, medical imaging, agriculture, construction, and ergonomics.

Education

PhD, Electrical and Electronic Engineering

Nanyang Technological University

Deep Learning, Computer Vision, and Integrated Circuits · Nanyang–DSO Graduate Programme

BEng, Electrical and Electronic Engineering

Nanyang Technological University

First Class Honours · CGPA 4.89/5.00 · Nanyang Scholar · Dean’s List · EEE Chair Award

Tools & platforms

If it’s well documented, I’m an expert at it.

Languages & ML

  • Python
  • TypeScript
  • PyTorch
  • LLM integration

AI-assisted building

  • Codex
  • Claude
  • Agentic workflows
  • Rapid prototyping

Product engineering

  • Full-stack web
  • React Native / Expo
  • API design
  • Real-time voice

Infrastructure & delivery

  • Docker
  • Kubernetes
  • Linux
  • Cloudflare Workers
  • Firebase
  • CI/CD
  • Testing & observability

Outside work

Scuba diving, hiking, bouldering, ocean conservation, and overseas volunteering.

Let’s compare notes.

If you’re working on an interesting problem, I’d be glad to hear about it.

Get in touch