Professional Overview
I’m a senior product, data and AI systems leader with more than 20 years of experience turning complex business and technology problems into practical products and platforms. In recent years, I’ve focused heavily on AI and agentic systems, including the design of governed analytical systems that combine LLM reasoning with deterministic execution.
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.
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.
