Undergraduate in Physics & Aspiring ML Engineer
Hello! I'm a final-year Physics student at the University of Exeter blending my Physics and Computer Science skills with ML to solve real-world problems.
Python • Computer Vision • PyTorch
(in progress) A computer vision project focused on real-time analysis of coronary angiography feed.
ONNX Runtime • C++ • Qt Framework
A cross-platform deep learning project. Trained a medical imaging classification model in Python, exported to ONNX format, and deployed natively within a high-performance C++ Qt desktop application.
C • Metropolis Algorithm • Data Visualisation
2D Ising model simulation with Metropolis algorithm and real-time 2D visualisation to explore phase transitions at landmark temperature values and external magnetic field effects on normalised magnetisation.
Python • Jupyter Notebook • Data Science • Physics
A collection of data-science Jupyter notebook projects created for my Scientific Programming in Python module, covering applications across multiple areas of physics.
HTML5 • CSS3 • JavaScript
My most recent freelance web development project. Developed a custom web solution for a self-employed business, implementing a clean, responsive design and features tailored to the client’s workflow and customer needs.
Python • MediaPipe • KNN Classification • Computer Vision
Real-time British Sign Language letter recognition using MediaPipe and KNN classification.
Python • OpenCV • Hand Tracking • Computer Vision
Hand gesture-based volume controller using computer vision.
