Computer Science student and the head of Machine Learning and Software Engineer.
I work on perception and learning systems that have to be right in under 50 milliseconds. Mostly PyTorch, ROS and a lot of coordinate frames. Currently training the models that steer an autonomous race car, and researching text-to-image person re-identification at Warwick.
Bursary-funded independent research. Built a generative data augmentation pipeline using Stable Diffusion to replace backgrounds and isolate subjects, then fine-tuned CLIP on the noise-reduced set with custom loss functions.
Segmentation CNNs detect track cones; LiDAR clustering lifted accuracy 47%. RL and supervised steering models cut error 34%. Docker-packaged, ≤50 ms from frame to command.
Led a four-person hackathon team. Asynchronous workflows orchestrate parallel Gemini 2.5 Pro agents through the Google API, cutting end-to-end latency. Demoed to non-technical judges.
Logistic regression written without high-level ML libraries — NumPy, Pandas and hand-derived gradient descent. Feature-engineered a large clinical dataset to 75.82% accuracy, evaluated on precision and recall.
Dept. of Computer Science, University of Warwick
Awarded a competitive university bursary for independent research into a more efficient approach to text-to-image person re-identification. Formulated custom loss functions and benchmarked against academic baselines.
The Warwick Hackathon (WHACK)
Secured £5,000 of sponsorship from leading tech firms, opening the event to 300+ students nationwide. Ran venue, power and logistics with university stakeholders.
Warwick Racing
Own the perception and control stack: image-segmentation CNNs with LiDAR clustering, RL and supervised steering models, SQL over large datasets, Docker delivery. Work across the electrical and mechanical teams to keep vision-to-command under 50 ms.
Student web development agency
Founded and led a cross-functional team delivering frontend, backend and database work for 10+ local businesses. Owned the full SDLC from client consultation to deployment and maintenance.
University of Warwick
Coventry, UK.
Cadbury Sixth Form, Birmingham
Mathematics, Further Mathematics, Computer Science, Physics, EPQ.
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Always interested in opportunities, collaborations, and interesting conversations.