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Nick Edwards: From Neuroscience to AI Innovation

Author
Art Dicker
Published
Thu 28 Aug 2025
Episode Link
https://socaledge.net/episodes/nick-edwards-from-neuroscience-to-ai-innovation-qfp1_bbt

Nick Edwards: From Neuroscience to AI Innovation

On today’s episode of the SoCal Edge podcast, we’re joined by Nick Edwards, the dynamic CEO and founder of Potato, to explore his intriguing journey from a PhD candidate in neuroscience to an innovative entrepreneur in San Diego. This insightful conversation sheds light on Edwards' career trajectory, his passion for scientific discovery, and the innovative role his company plays in revolutionizing wet lab and computational biology with AI.

Introducing Nick Edwards

 

Connect with Nick

Nick Edwards is not just a successful CEO but an inspiring podcast host with his own show, Once A Scientist. With an early career deeply rooted in neuroscience research, Edwards has made significant strides in the biotech industry, blending his love for science with entrepreneurial pursuits. His journey from academia to becoming the CEO of a groundbreaking company illustrates a unique path fueled by curiosity and ambition.

The Career Shift: From Science to Strategy Consulting

Edwards' transition from a PhD in neuroscience at Brown and a postdoctoral stint at NIH to strategy consulting at Boston Consulting Group (BCG) was driven by his desire to have a broader impact in the life sciences field. Motivated by personal aspirations to live in San Diego and guided by entrepreneurial interests, this shift allowed him to cultivate a new skill set in communication and strategic planning.

Founding Potato: An AI-Driven Mission

Potato, as Edwards describes, is on a mission to facilitate end-to-end scientific research using AI. By designing AI scientists, Potato aims to conduct comprehensive research processes, from idea generation to experiment execution and data analysis. This innovative approach addresses the slow and costly nature of traditional scientific research, promising a future of accelerated discovery and runaway knowledge production.

Navigating the Venture Capital Landscape

Successfully raising nearly $6 million in seed funding, led by Draper Associates, highlights the potential and broad appeal of Potato's vision. As Edwards recounts, the fundraising process was rigorous yet rewarding, emphasizing the importance of setting a solid process and reaching out to target investors effectively.

The Ripple Effect of Podcasts and Community Building

Edwards' podcast, Once A Scientist, serves as a platform for scaling impact by showcasing diverse career paths in science. Through engaging with over a hundred scientists, Edwards not only amplifies the stories of researchers but also fosters a community that inspires scientific curiosity and entrepreneurship.

Moreover, his involvement in community meetups in San Diego, particularly in the biotech and AI sectors, underscores his commitment to fostering an environment conducive to innovation and collaboration.

Final Thoughts and Connection Opportunities

Nick Edwards’ journey is a testament to the power of curiosity and perseverance in shaping a meaningful career. His story resonates with aspiring entrepreneurs and scientists who seek to bridge the gap between research and industry.

For those interested in learning more about Nick Edwards’ work or reaching out for potential collaborations, he is accessible via LinkedIn and eager to engage with like-minded individuals.

Timestamps 

00:00 Introduction and Guest Welcome
00:41 Nick's Early Career and Transition to Business
03:35 Founding Potato and AI in Scientific Research
05:27 The Journey of Entrepreneurship and Podcasting
07:13 Personal Stories and Ambitions
11:16 Challenges and Innovations in Science
17:12 Experiment Results and Proof of Concept
18:09 Challenges in Fundraising
20:15 AI and Venture Capital Trends
23:05 Scaling Scientific Discovery with AI
27:26 Podcast Highlights and Community Building
32:17 Final Thoughts and Contact Information

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