About

I'm a Senior Forward Deployed AI Engineer at H2O.ai, embedded with enterprise customers across Asia-Pacific to deliver end-to-end AI/ML solutions. My role spans data science, customer delivery, and product. I'm the person customers call when things get complicated.

Day-to-day that means building agentic AI systems, generative AI applications, and predictive models - then running workshops to help customers get the most out of them.

Before H2O.ai, I was a data scientist for the UK Government. I moved to Singapore to challenge myself and explore the APAC tech ecosystem.

What I Write About

• AI & Machine Learning: Practical guides on LLMs, embeddings, ML design patterns, and how to scope and deliver ML projects
• Tools & Productivity: Mac apps, workflows, and systems that help me work more effectively
• Career & Life: Lessons from moving abroad, building a network from scratch, and navigating career transitions

Beyond Work

I’m a lifelong athlete with a data-driven approach to fitness. I started karate at age 5, earned my Black Belt at 14, and have since explored climbing, boxing, strength training, and running. Currently training for HYROX and working toward marathon distances.

You can see what I’m working on now here. Based in Singapore, originally from London.

If you’d like to work together, drop me an email.