This is a slideshow presentation accessible here (originally delivered as part of this module at Imperial College London). It answers questions including: Why analyse images? (with use cases) ...

AI models are inherently difficult to interpret so methods have been developed to support interpretability and explainability. Interpretability can be defined as being able to understand what cause...

At the end of 2022, I was earning around 10% of my overall income from freelancing projects - now it’s closer to 90%. When I decided to pause on my start-up, I had to decide between looking for a ...

Learning data science can change your life. Five years ago, I was working full-time on a salary that paid the bills and not much more. Now, I’ve more than tripled my salary, while having the flexi...

This is a slideshow presentation accessible here (originally delivered as part of this module at Imperial College London). It answers questions including: What does it mean to do data science? ...

Click here for the list of medical datasets. While making exercises to teach machine learning for healthcare, I’ve been spending a lot of time actively looking for appropriate datasets. I came ac...

I published an article about key considerations for using AI in healthcare and clinical research. The key points from the article are: Medical AI is well-suited to complex input, personalised ou...

Learning a language is hard. But I’m convinced that large language models like GPT could make it a lot easier. I spent the last few days trying to figure out how. The result is Check My Writing. I...

This year I’m setting the goal of launching 52 startups in 52 weeks. – UPDATE: I actually think this is a bad idea. It’s encouraging me to rush things, and not got deep enough on any particular p...

I spent the last 12 months trying to build a healthtech start-up with a cofounder I met on the Entrepreneur First accelerator. We iterated through a bunch of ideas, but ultimately it didn’t work ou...