The Vitality Lab Podcast
What does it take to win €5 million to build open-source AI for global health? In this episode, I sit down with David Shaikh — founder of Sherwood Sciences — to unpack how he secured major European funding to build an AI-powered app designed to help frontline health workers diagnose neglected tropical skin diseases across Sub-Saharan Africa. We go deep into: • Why the hardest part of AI isn’t the model — it’s the data • Building the largest skin NTD dataset ever collected • Bias in medical AI and why skin tone matters • Why this project is fully open-source • What it really means to build an “impact startup” • Why raising VC isn’t always the right move • Entrepreneurship, rejection, delusion, and betting on yourself This isn’t about AI replacing doctors. It’s about giving healthcare workers leverage — in regions where there is one dermatologist for millions of people. We also explore the philosophical side of building: how to handle failure, how to think about money vs impact, and why your 20s are for exploration — not pressure. If you’re interested in AI, global health, startups, or building something that actually matters — this one’s for you.
12 episodios
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