AI & Machine Learning
I'm a Computer Science student and AI researcher working on medical imaging and applied machine learning. I care about rigorous evaluation — honest baselines, no data leakage, and results you can trust. Below: what I'm into, where I've worked, and a few projects with full case studies.
2024 — Present
University of Birmingham
BSc Computer Science
Coursework spanning AI/ML, algorithms, and software engineering.
2021 — 2023
St Brendan's Sixth Form College
A-Levels: Computer Science, Chemistry, Physics
Foundation in computing and the sciences.
Jun 2026 — Present
University of Birmingham
AI Research Intern
Own Stage 1 of a multi-stage NHS research programme predicting treatment response in wet AMD. Adapted RETFound (a ViT-Large retinal foundation model) to detect intraretinal fluid, subretinal fluid, and pigment epithelial detachment from OCT scans; ran an ablation across four fine-tuning strategies and enforced eye-level train/test splits across 3,049 B-scans from 156 eyes to remove patient-level leakage.
Sep 2024 — Jul 2025
Filipino Society, University of Birmingham
President
Led a 9-person committee and acted as the main representative to the student union. Drove a 500% increase in sponsorships, 200% budget growth, and record membership, while running event logistics, risk assessments, and collaborations with societies across the UK.
Jul 2024
JPMorgan Chase (Forage)
Software Engineering Job Simulation
Restored web-app functionality by debugging and refactoring repository files, and built a real-time data-visualisation dashboard with Perspective for monitoring financial feeds. Worked with Agile workflows, Git version control, and API integration.
Dec 2023 — Jul 2024
Filipino Society, University of Birmingham
Social Secretary
Planned cross-society events and served as the main point of communication, briefing committees on logistics. Created promotional content and semester event timelines that grew the society's following by over 15%.
Jul 2023 — Oct 2023
J D Wetherspoon
Kitchen Assistant
Supported kitchen operations by restocking ingredients and equipment and keeping a clean, organised workspace. Adhered to food safety and hygiene regulations throughout preparation and storage, working collaboratively with the kitchen team to maintain high standards.
Oct 2022 — Jul 2023
St Brendan's Sixth Form College
Student Ambassador
Toured prospective students and parents around campus on open days, and delivered A-Level Chemistry and Physics overview presentations — including simplified practical demonstrations — to help GCSE students understand the courses.
A real-time campus accessibility mapping platform built with a 6-person agile team — React 19, Supabase, and Leaflet — surfacing live lift and ramp status and routing alerts to the students who need them.
A full-stack web app predicting S&P 500 directional movements with ensemble models, honest walk-forward backtesting, and an interactive dashboard.
A desktop flashcard platform built around a custom SM-2 spaced-repetition algorithm that schedules revision from real performance data.
A text-based adventure game engine in Java, inspired by the Zork series and built on classic object-oriented design patterns.
I'm open to new work and collaborations. The fastest way to reach me is email — I read everything.