If you’re a a technical leader looking to improve your AI product, I’d love to help. My experience includes:

• Setting up evaluation systems that enable quick AI iteration while maintaining reliability and safety and in mission-critical industries such as healthcare
• Building teams and processes that combine AI and domain expertise effectively
• Helping companies utilise the latest cutting edge AI techniques and research to deliver tangible value to customers

I can guide you through the challenges of AI product development, ensuring your team is set up to move fast, leverage new technology effectively and differentiate you from competitors.

Some of my clients

Client	Description	Contact
ZOE	Personalised nutrition using blood glucose	CTO
Cera Care	Tech-enabled home care provider	CTO
Curb AI	Digital platform for behaviour change such as addiction	CPO
Suvera	Virtual patient health monitoring	CEO
BiteMedicine	A medical knowledge platform	CEO
Priority Digital Health	Platform for self-management of health	CTO
Clinical Metrics	A medical education patient simulator	Co-Founder

… including many others like Vtuls, Pulse Active Stations Network (YC-backed), ProBiometrics Ltd.

Request a consultation

My background is not like many others

I spent 8 years studying medicine and working as a doctor in Cambridge and London, before moving to AI full-time in 2019. Since then I’ve worked across the spectrum, from cutting-edge research to AI-powered products affecting millions.

I’ve used my medical background to figure out how we should be incorporating domain expertise into AI products (initially in healthcare, then beyond). I’ve built pragmatic evaluation systems, which are essential for mission-critical industries like healthcare.

I’ve led >20 projects at the cutting edge of AI in healthcare. My mandate has always been: AI can now do X - how can we use this to solve a real pain point, while proving and maintaining a strong performance over time.

In the last 2 years, AI capability has improved beyond a point that many never thought it would reach. As part of the founding team at Anterior, I’ve been at the forefront of that change.

I know what it takes to go from theory to real-world impact. Rather than telling you about the latest shiny new models, I’ll guide you towards practical solutions:

• Create simple baselines
• Focus on simple systems
• Prioritise business outcomes

This pragmatic approach has been at the core of the following:

• Building a clinical decision making system used by US healthcare insurers that cover 10s of millions of lives (at Anterior)
• Building algorithms to predict clinical need, enabling the safer delivery of home care (at Cera Care)
• Building the first model to accurately predict blood glucose from non-invasive measurements (at ZOE)

How best to work with me

There are three ways to work with me:

1. Subscription model: Includes a 45-minute meeting each week, unlimited email/slack access, and my network of experts.
2. Project-based engagement: We will tackle a specific initiative with a fixed scope and budget. This includes helping you do research, write code, set up systems, and anything else you need.
3. Traditional consulting relationship: We meet every week to discuss strategy, planning, and execution. I may bring in extra staff.

If you’d like to engage me as an individual, rather than as a company, I also offer the following:

• Career coaching: Navigating a career change in the AI/LLM space, particularly for those from a health-related background
• Technical mentorship: Understanding technical aspects of ML/AI and how to incorporate it into your current work

If you’re not interested in consulting at the moment, I suggest reading my articles or checking out my course on applying ML to healthcare.