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

Archived

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.

Next.jsReact NativeNode.jsLLMAgentic WorkflowsAI Negotiation
July 2023 - June 2026View project ->

AI / ML Research

AI Drug Discovery Pipeline

Research

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.

PythonPyTorchChemBERTaRDKitSMILESOpenAI API
2025View project ->

Research Internship

Digital Chemistry Research Internship

Research

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.

PythonMachine LearningComputer VisionAutoencodersMolecular SkeletonsRepresentation Learning
2023View project ->

AI / Reinforcement Learning

Reinforcement Learning Cars Learning to Drive

Archived

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.

UnityC#Custom Neural NetworksFeed-Forward NetworksReinforcement LearningCar Physics
A-Level OCRView project ->

Creative Coding

Game Jams

Archived

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.

UnityC#BlenderLudum DareGame DesignRapid Prototyping
2020-2021View project ->

Mobile Apps

Assorted Phone Apps

Archived

A collection of mobile games and app experiments from 2017 to 2025, including public releases that have since been retired from distribution.

Mobile AppsGame ExperimentsApp ReleasesMobile UIProduct Prototyping
2017 - 2025View project ->

AI / Experiments

Other AI Projects

Archived

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.

PythonMachine LearningNLPSentiment AnalysisAlgorithmic TradingReinforcement Learning
2018—CurrentView project ->

Cyber Security

Cyber Security Projects

Archived

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.

Cyber SecurityCoursesGovernment ProgrammesPythonLinuxWeb Security
2017 - 2023View project ->