Hi all, I’m Gavin ππΌ
Biography
I am a Machine Learning Engineer and Technology Cooperation Manager working at the intersection of AI research and industry innovation. I specialise in building partnerships between leading university labs and R&D teams, shaping and delivering collaborations that turn research ideas into real-world AI systems and products.
My technical background includes generative AI, image analysis, and robotics, and I have hands-on experience across the full machine learning lifecycle β from data engineering and model development to evaluation, deployment, and MLOps.
π¬ Check out my projects and publications to learn more!
Education
M.Res. in Machine Learning for Medical Imaging
Imperial College London (2023β2024) | Distinction
B.Eng. in Mechanical Engineering
University of Birmingham (2021-2023) | First Class
B.Eng. in Mechanical Engineering
Wuhan University of Technology (2018-2021) | First Class Equal
Curious more? π Check out my academic journey!
Recent Projects & Publications
Projects (π In Progress)
DiffSeg: Diffusion-Based Weakly Supervised Segmentation for Fibrosis
A novel diffusion-based method for weakly supervised semantic segmentation, achieving SOTA performance on fibrotic lung disease using only image-level labels and eliminating the need for pixel-level annotations.
Publications
Decoding Report Generators: A Cyclic Vision-Language Adapter for Counterfactual Explanations
Developed a multi-modal AI model (Vision + Text) to enable controllable image manipulation via text for automated clinical diagnostics.