Professional Overview
Founding AI engineer at a successfully acquired AI startup, with 4 years in leadership. I've built AI agents and fine-tuned transformer models from 0 to production, powering £1.5bn in annual lending at 80% lower cost. I have strong ML fundamentals and 7 years experience deploying models in production.
Areas of Expertise
AI & Machine Learning Engineers
Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.
NLP & Prompt Engineering
Build natural language processing systems, fine-tune large language models, and craft reliable production prompts for AI-powered products.
AI Product & Strategy
Translate AI capabilities into product roadmaps, define success metrics, and drive adoption across engineering and business teams.
data science & analytics
Extract business insights from raw data using statistical modelling, predictive analytics, A/B testing, and interactive dashboards.
