Scientific Machine Learning Researcher & Applied Data Scientist

I'm Gan Liu, a Computer Science student at SUSTech (GPA 3.79/4.0) researching physics-informed machine learning, surgical vision, and data-driven decision systems. I currently develop multitemporal crop yield pipelines as a Mitacs & CSC funded research intern at McGill University and previously built analytics products at Wego Singapore showcased at WiT conferences in Dubai and Japan.

Featured Projects

AI-Powered 3D Visualization System for Ophthalmic Surgery

Surgical Vision / Event Cameras / 3D Reconstruction

Implemented event-based depth estimation and monocular 3D reconstruction for ophthalmic surgery video, coordinating AI engineers and clinicians to deliver clinical review prototypes backed by 10,000 RMB innovation funding.

Wego Travel Insights Dashboard

Product Analytics / React / Data Storytelling

Led an enterprise strategic planning analytics dashboard end to end, unlocking a 300% efficiency lift and presenting the product roadmap at WiT conferences in Dubai and Japan.

Education

  1. Institution
    Southern University of Science and Technology (SUSTech)
    Degree
    Bachelor of Science in Computer Science
    Shenzhen, China
    Date
    Sep 2022 — Jun 2026
    GPA: 3.79/4.0 | Coursework: Computer Architecture, Data Analytics, Machine Learning
  2. Institution
    National University of Singapore (NUS)
    Degree
    Entrepreneurship & Business Analytics
    Singapore
    Date
    Jan 2025 — Jun 2025
    NUS NOC Inbound Programme | Coursework: Business Analytics, Venture Creation, Product Strategy, User Experience Design

Experience

  1. Company
    McGill University
    Role
    Research Intern (Mitacs & CSC Funded)
    Montréal, Canada
    Date
    Developing machine learning pipelines for crop yield and seed quality prediction using multitemporal drone data.
  2. Company
    Wego Pte Ltd
    Role
    Business Analyst
    Singapore
    Date
    Designed strategic planning dashboard MVP with 300% efficiency lift; presented insights at WiT conferences in Dubai and Japan.
  3. Company
    National University of Singapore
    Role
    Entrepreneurship (NUS NOC Inbound Programme)
    Singapore
    Date
    Focused on venture creation, product strategy, and analytics through immersive coursework and studio projects.