About

I'm a customer data scientist at H2O.ai working for the Forward Deployed Engineering and Sciences team. I help our customers solve business problems with Generative AI and predictive AI.

I’m passionate about AI and productivity, and I’m excited to share my learnings here. My current focus is on agentic AI, autonomous systems that can reason, plan, and take action to accomplish goals.

Before joining H2O.ai, I worked as a data scientist for the UK Government. The move to Singapore was a deliberate choice to challenge myself and explore new opportunities in the APAC tech ecosystem.

What I Write About

This blog covers the intersection of AI, productivity, and personal development:

• 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

I aim to make complex topics accessible. If you’re a practitioner looking to understand how things work in practice rather than theory, you’re in the right place.

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, I’m training for HYROX fitness racing and working toward marathon distances.

I also read a lot on productivity, business, and technical topics. I believe in tracking progress, whether it’s gym sessions, running splits, or books read.

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

If you’d like to work on a project together, just drop me an email.