Hi, I'm Gan đź‘‹
Scientific Machine Learning Researcher & Applied Data Scientist. Computer Science student at SUSTech researching physics-informed ML, surgical vision, and data-driven decision systems.
GL

About

I'm 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. My projects explore frontier intersections of AI and physical systems—from Wave-CDAnet, a physics-informed neural network for water wave super-resolution, to event-based depth estimation for ophthalmic surgery and biomimetic underwater robotics funded by municipal innovation grants.

Work Experience

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McGill University

Jun 2025 - Sep 2025
Research Intern (Mitacs & CSC Funded)
Developing machine learning pipelines for crop yield and seed quality prediction using multitemporal drone data. Designed end-to-end data ingestion, preprocessing, and validation workflows for hyperspectral datasets. Benchmarked temporal ML models and physics-informed baselines to quantify yield forecast accuracy and model robustness.
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Wego Pte Ltd

Jan 2025 - Jun 2025
Business Analyst
Designed strategic planning dashboard MVP with 300% efficiency lift; presented insights at WiT conferences in Dubai and Japan. Created reusable Tableau templates and data source configurations to eliminate repetitive SQL reporting tasks. Led analytics initiatives to launch a strategic planning dashboard adopted across international business units.
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National University of Singapore

Jan 2025 - Jun 2025
Entrepreneurship (NUS NOC Inbound Programme)
Focused on venture creation, product strategy, and analytics through immersive coursework and studio projects. Completed venture labs emphasising lean experimentation, market validation, and product strategy. Collaborated with cross-disciplinary teams on user research, analytics, and UX-driven product concepts.

Education

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Southern University of Science and Technology (SUSTech)

Sep 2022 - Jun 2026
Bachelor of Science in Computer Science
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National University of Singapore (NUS)

Jan 2025 - Jun 2025
Entrepreneurship & Business Analytics

Skills

Python
PyTorch
MATLAB
C++
React
Next.js
TypeScript
SQL
Git
CUDA
LaTeX
Machine Learning
Computer Vision
Scientific Computing
Data Analytics
My Projects

Check out my latest work

I've worked on a variety of projects, from simple websites to complex web applications. Here are a few of my favorites.

Wave-CDAnet: Physics-Informed Neural Network for Water Wave Modeling

Developed a physics-informed neural network that combines a 3D U-Net encoder with an implicit decoder and Rayleigh–Bénard PDE residual regularization to recover multi-scale wave dynamics at super-resolution.

Python
PyTorch
Scientific Computing
Physics-Informed ML
Details

AI-Powered 3D Visualization System for Ophthalmic Surgery

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.

Computer Vision
3D Reconstruction
Event Cameras
Surgical Vision
Details

Wego Travel Insights Dashboard

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.

React
Next.js
Product Analytics
Data Storytelling
Website

Biomimetic AUV and Subsea Cable Recognition System

Designed a biomimetic autonomous underwater vehicle with synthetic dataset generation and subsea cable recognition, supervised by Academician Lin Jian and funded with 15,000 RMB municipal innovation support.

Robotics
Computer Vision
Underwater Systems
Website
Hackathons

I like building things

I enjoy building things and collaborating on innovative projects. Check out my projects section to see some of my recent work.

    Contact

    Get in Touch

    Want to chat? Feel free to send me an email or connect on LinkedIn. I'll respond whenever I can.

    LinkedIn