Work
Selected projects
A mix of AI consulting, technical builds, and research. These are the projects I'm most proud of.
Constraint-Aware Terrain Generation
Filling in game terrain when a designer has fixed only a few key features. The work started as my BSc thesis and became a paper accepted for oral presentation at IEEE Conference on Games 2026.
AI Lead-Generation Pipeline
An AI pipeline I built for Ace-nsi. It researches companies for Shadow AI risk exposure, finds the right decision-makers, drafts tailored outreach, and exports it straight into the CRM.
AI Content Engine
Built an AI content system for a boutique hospitality marketing agency, serving a roster of luxury and lifestyle brands. If you can tell it is AI, it is not good enough.
Synthetic Clinical Data with Mixtures of Experts
A master's research project adapting Mixture-of-Experts foundation models to generate synthetic multimodal clinical data that is statistically faithful and clinically plausible.
Scientific Citation Retrieval
Given a paper, find the works it most likely cites from a 20,000-paper corpus. An ensemble of eight retrievers fused with weighted reciprocal rank fusion, tuned for NDCG@10.
VAE and DRAW, Compared
A study of two generative models on MNIST: a vanilla variational autoencoder against the DRAW recurrent model, testing what the Gaussian attention mechanism actually buys you.
Fine-Grained Emotion Classification
A deep-learning project classifying Reddit comments across the 27 emotion categories of the GoEmotions dataset, where the hard part is the overlap between subtle, related feelings.
Shadow AI Exposure Assessment
Designed a cybersecurity service from scratch that helps enterprises discover and govern the AI tools their staff are already using without oversight.
Technical AI Delivery
An ongoing engagement delivering AI and software work across several repositories for a technology client, from research and prototyping through to shipped deliverables.
Marketing Operations System
Set up the content and marketing operation for a founder's personal brand: a repeatable framework that takes raw material through to finished, on-voice output.