Projects
I use projects to explore ideas outside proprietary commercial work — agentic systems and AI infrastructure, applied machine-learning research, and tools I want to exist.
Featured
Product · 2024
TrendMind
An AI-assisted personal-branding platform exploring how intelligent systems can behave like a persistent content strategist.
- The problem
- Consistent, adaptive content across platforms is expensive to produce and hard to keep on-brand.
- Why it's interesting
- It's an applied experiment in agentic workflows, content intelligence and platform adaptation — one product touching every part of production AI I care about.
- What I learned
- The harness around a model — retrieval, memory, feedback, approvals — matters more than the model itself when reliability is the goal.
Open Source · 2023-04-01
Code-critique
An AI-powered CLI that reviews code inside your project before a pull request is opened.
- The problem
- PR review latency and context-loss make expensive humans re-explain the same issues on every branch.
- Why it's interesting
- The interesting problem isn't the review itself — it's compressing project context into something a model can act on without hallucinating.
Research · 2025
Efficient Brain Tumour Segmentation (RAAGR²-Net)
MSc research on reducing model complexity in brain tumour segmentation through parameter sharing and pruning — preserving segmentation quality while cutting computational cost.
- The problem
- State-of-the-art segmentation models are too heavy to deploy at the point of care.
- Why it's interesting
- A concrete case of the efficiency question I keep coming back to: how much can you take away from a model before its behaviour meaningfully degrades?
Also
Personalized practice exams and AI-powered learning tools for AWS certifications — reported 95% first-attempt pass rate.
Product · 2023-07-15
Predictive modelling and analytics platform designed to combat Antimicrobial Resistance (AMR) by improving prediction of resistance patterns.
Product · 2023
A reimagination of API documentation — AI-assisted, readable, and generated from code.
Product · 2023
SynthFlow — Synthetic Data for LLMs & Agentic Systems
Co-authored exploration of synthetic data pipelines for training and evaluating LLMs and agentic systems.
Research · 2025
Archive
Commercial work from earlier in my career. Included for context, not currency.
CodeRabbit — AI-driven contextual code review for engineering teams — built as senior full-stack engineer at the company.
2023
CraveKitchens — A multi-tenant platform for ordering one meal from several kitchens — white-label restaurant retail systems.
2023
Karus AI — AI-driven risk-analytics platform for auto finance.
2022
iGarage — A mobility platform connecting car-owners, garages, and commercial partners.
2022
TalentOn — A digital platform for on-the-job training.
2022
AlphaCruise — A travel-agency platform for booking and managing travel in Nigeria.
2022