Projects
Systems I have built, shipped & researched.
The work spans molecular ML pipelines, travel-tech product engineering, digital chemistry research and security-focused builds.
Startup / Full-stack Product
Matched Stay
An AI-assisted web and mobile travel-tech platform for sourcing, negotiating and managing complex workforce accommodation, then turning supplier responses into governed offers, approvals and booking records.
AI / ML Research
AI Drug Discovery Pipeline
A multi-stage research pipeline for de novo molecule generation, combining ChemBERTa SMILES embeddings, LLM effect labelling, autoencoder latent compression, supervised transformer pre-training, reinforcement-learning fine-tuning, GRU decoding, RDKit validation and a researcher-facing web app.
Research Internship
Digital Chemistry Research Internship
University of Birmingham research work that preceded the later drug-discovery dissertation, with a tighter focus on computer vision, molecular skeleton representations and ML architectures for digital chemistry.
AI / Reinforcement Learning
Reinforcement Learning Cars Learning to Drive
An A-Level OCR Computer Science programming project where cars learned to navigate a track using custom C# neural networks and reinforcement learning inside Unity.
Creative Coding
Game Jams
A set of Ludum Dare game jam projects from 2020-2021, focused on building playable Unity prototypes with C# gameplay logic and Blender-made assets under tight deadlines.
Mobile Apps
Assorted Phone Apps
A collection of mobile games and app experiments from 2017 to 2025, including public releases that have since been retired from distribution.
AI / Experiments
Other AI Projects
A long-running archive of AI experiments from 2018 onward, spanning algorithmic trading, sentiment analysis, NLP, reinforcement-learning game agents, drug-discovery ideas and many smaller model tests.
Cyber Security
Cyber Security Projects
A 2017 to 2023 cyber security thread covering courses, government programmes, hands-on labs and experiments across web security, Linux, networking, scripting and OSINT-style investigation.