Education
University of Oxford
Healthcare Data Science DPhil (PhD)
September 2026 - 2030
- Incoming PhD student at the University of Oxford researching generative AI and novel deep learning methods useful to healthcare.
Imperial College London
MEng Biomedical Engineering
October 2022 - June 2026
- Awarded a merit-based Academic Scholarship (Years 1-4), on track for graduation with First Class Honours (4.0 GPA)
- Relevant modules: Optimisation, Adaptive Signal Processing and Machine Intelligence, AI for Drug Discovery, Reinforcement Learning, Image Processing, Neuroscience for Machine Learning, Brain Machine Interfaces
Experience
Advanced Biomedical Instrumentation Centre (ABIC)
Machine Learning Research Intern
Hong Kong
July 2025 – Aug 2025
- Deep learning in computer vision research at a joint research lab between Harvard University and the University of Hong Kong.
- Built a computer vision system (<13ms inference on benchmark hardware) on the PyTorch framework, supporting translational oncology research.
- Explored novel transformer based architectures to improve segmentation, alongside trustworthy techniques to enhance model transparency and identify features for clinicians.
- Did some other fun stuff with automating things in the research product :)
Oxford Nanopore Technologies
Software Engineering Intern
Oxford, UK
July 2024 – Sept 2024
- Shipped a bunch of Python and C++, efficiently. Built a natural language internal tool to reduce manual database crawling from 30+ minutes to a keyboard click.
Thermetrix Ltd.
Embedded Systems Engineering Intern
Varied, UK
Aug 2023 – Sept 2023
Recent Research + Projects
Master's Thesis
Research Student (supervised by Guang Yang)
A Yang Lab (AYL), Imperial College London
September 2025 - 2026
- Developing concept bottleneck encoders for large vision-language models (LVLMs) and researching VLM hallucinations.
- Ongoing work includes submission to MICCAI 2026, and targeting NeurIPS 2026 for hallucination work.
Graph Convolution Network for Downstream Microfluidic Geometry Optimisation
Research Student
June 2025 – August 2025
- Training a supervised network with point cloud (CFD) data to optimise the downstream microfluidic channels for even cell dispersion.
Improving Stem Cell Viability in Syringe Injection
Research Lead
Moore Research Group, Imperial College London
October 2024 – June 2025
- Research lead of project modelling fluid dynamics in stem cells, designing and fabricating microfluidic chambers.
- Academic research into ML tools for cell imaging, microfluidic chamber designs and fluid dynamic modelling (MATLAB).
Skills & Languages
Languages: Python, C/C++, MATLAB
ML/DL: PyTorch, XAI, VLMs, Reinforcement Learning, Computer Vision, Trustworthy AI
Certifications
- ABRSM Grade 8 Piano, Dec 2019 — Merit
- ABRSM Grade 8 Classical Guitar, Dec 2019 — Distinction
- ABRSM Grade 5 Music Theory, Mar 2018 — Merit
- HSK Level II, Dec 2020 — 90.5%
Awards
- Merit-based Academic Scholarship, Imperial College London (awarded each year 2022-2026)
- Physics Prize (2021), Bishop's Stortford College
- Advanced Strings Winner (2019), Bishop's Stortford College