Writing
- 23 Aug How to leverage domain experts for building domain-specific vertical AI
- 13 Aug Lessons from building verticalized agents (with Jason Liu)
- 03 Aug AI Evals in Vertical Industries (Guest Talk with Shreya and Hamel)
- 18 Jul Why custom AI review dashboards transform AI products - and how to build one
- 08 Jul How to find and hire a technical leader (when you're not technical)
- 21 Jun 7 eval mistakes that can kill your AI product (and how to avoid them)
- 13 May Own your vertical: A playbook for building a domain-native LLM application
- 03 May Who to hire first for your LLM product team? 3 principles for building LLM product teams
- 26 Feb My winding, unplanned path from Doctor to AI Startups (and all the steps in between)
- 22 Feb Mission-Critical Evals at Scale: Learnings from 100,000 medical decisions
- 16 Feb Relying only on offline evals is playing with fire: why you must evaluate on live production data
- 09 Feb I fired my personal coach and built one with AI - it knows me better, gives great advice and saves me $$$ every month
- 15 Nov 5 ways to reduce the risk and impact of hallucinations in your LLM product
- 09 Nov Learning AI - where to start in 2024
- 18 May Can LLMs make idea-sharing truly frictionless?
- 07 Dec What makes a good meeting? A high rate of info exchange and/or decisions
- 18 Sep How to read a clinical AI paper
- 14 Sep A checklist for papers applying machine learning to healthcare
- 10 May What is data science and machine learning? And why healthcare?
- 10 May An Introduction to Neural Networks and Deep Learning
- 10 May How does a machine learning model learn?
- 10 May Analysing sequential health data such as natural language with deep learning
- 10 May Analysing image data in healthcare with deep learning
- 29 Mar Methods for interpreting and explaining AI models
- 25 Mar Reflections on Full-Time Freelancing
- 10 Mar The Busy Person's Guide to Building Technical Data Science Skills (in Six Steps)
- 10 Mar How to apply data science to solve real-world problems - the data science pipeline
- 10 Mar A crowd-sourced list of medical datasets for education
- 27 Jan Key considerations for the use of AI in healthcare and clinical research
- 18 Jan I built a GPT app to help me learn Spanish
- 17 Jan I'm launching 52 startups in 52 weeks
- 16 Jan I'm going public
- 13 Jan An experiment in learning Spanish - writing a daily log, with a twist
- 08 Nov The Academic Knowledge Management (AKM) system that 10x'd my research productivity
- 06 Feb Six healthcare problems I care about
- 30 Jan Mistakes to avoid - Machine Learning in Healthcare
- 16 Jan On Finding the Right Partner (Business and Romantic)
- 09 Jan On Freedom, Purpose and Investors
- 23 Oct I created my own YouTube algorithm (to stop me wasting time)
- 04 Jul Predicting Hospital No-Shows using Neural Networks (Coding Exercise)
- 20 Jun The Truth Is In The Title? Video Title Generation as a novel training objective for video summarisation
- 22 Dec Personal Year in Review: 2020
- 22 Dec Pausing this weekly email
- 17 Dec Learn To Code Through Projects, Not Courses
- 24 Nov Who am I serving?
- 31 Oct From Correlation to Causation in Machine Learning: Why and How our AI needs to understand causality
- 18 Oct Not having much to say
- 11 Oct 3 routes to combine machine learning with domain-specific experience
- 27 Sep Deciding what to focus on
- 13 Sep How to understand the business world (and why I did an MBA as a doctor)
- 12 Sep Beginner to Data Scientist in 25 months: Every Project and What I Learnt
- 06 Sep Should I go on a project-based course or bootcamp?
- 24 Aug Build a portfolio of 3 projects
- 20 Aug How I became a Data Scientist during COVID (as a Doctor): 5 takeaways from an unconventional career transition
- 17 Aug Finding and learning from technical mentors
- 09 Aug Know just enough for the next step
- 03 Aug Deciding my next steps on content creation
- 26 Jul Making an impossible list
- 19 Jul Three rules for social media usage
- 16 Jun Generating Art with Artificial Intelligence
- 10 May Will AI replace doctors?
- 08 May Some thoughts on the role of AI in healthcare and whether AI will replace doctors
- 05 May Automating my job search with Python (Using BeautifulSoup and Selenium)
- 30 Apr Artificial intelligence versus clinicians: systematic review of design, reporting standards, and claims of deep learning studies
- 26 Apr Making videos to practice public speaking
- 11 Apr The Best Artificial Intelligence For Healthcare Courses
- 09 Feb Not writing ourselves off
- 19 Jan When good ideas flow
- 13 Jan Machine learning in medicine in the 2020s: My thoughts
- 05 Jan The power of environment
- 22 Dec Consumption vs Creation
- 15 Dec A weekly review
- 08 Dec On Decision-Making and Advice from Mentors
- 01 Dec 3 Learnings From My Masters Degree So Far
- 24 Nov Gradient Descent towards life satisfaction
- 17 Nov When things don’t go according to plan
- 10 Nov Starting from Zero
- 11 Oct UK healthcare AI companies to be aware of
- 16 Aug How to find local medical AI projects to get involved with
- 16 Aug How might you use machine learning in a medical career?
- 30 Jul On the importance of technical and job-specific skills
- 30 Jun Why should doctors understand machine learning?
- 26 Jun Resources for building the foundational understanding of machine learning
- 25 Jun Why machine learning? Why medicine? Why the hype?
- 31 Mar The benefits of expressing ideas in multiple forms (such as text vs slides)
- 09 Mar The benefits of reflection and role models in learning medicine
- 11 Feb What will British healthcare look like in 20 years' time?
- 12 Nov Tips for using the Pomodoro Method effectively
- 12 Nov Model Answer Examples for Medical Exam Vivas
- 12 Nov Memorisation Techniques
- 12 Nov Learning from Others in Medicine
- 12 Nov The Feynman Method
- 12 Nov Key research papers in medical AI - read these first
- 01 Nov Conclusion
- 01 Nov Commanding Clearer Communication (Part 1)
- 01 Nov Commanding Clearer Communication (Part 2)
- 01 Nov If Medicine Gets You Down
- 31 Oct A Scientific Approach to Research (Part 1) - The Idea
- 31 Oct A Scientific Approach to Research (Part 2) - The Supervisor
- 31 Oct Increasing Your Impact (and the power of Self-Education) (Part 1)
- 31 Oct Increasing Your Impact (and the power of Self-Education) (Part 2)
- 27 Oct Mastering Clinical Medicine (Part 1)
- 27 Oct Mastering Clinical Medicine (Part 2)
- 24 Oct From That Day To This book
- 24 Oct The Fundamentals of Fast Learning (Part 2)
- 24 Oct The Fundamentals of Fast Learning (Part 1)
- 24 Oct Medicine from Fifty Thousand Feet: Perspective, Targets and Limits
- 05 Aug Mastering Rap by Dr Mandeep Singh
- 27 Jun Is medicine right for me?