Dr. Damien Keogh, Founder and CEO of BluMaiden Biosciences, joins the show to discuss how artificial intelligence, computational biology, and entrepreneurship are transforming drug discovery. Drawing on a career that spans molecular microbiology, academia, venture capital, and biotech company building, Damien shares his journey from studying microbial biology in Ireland to founding a Singapore-based biotech company developing novel therapeutics from the human microbiome. In this episode, Damien explores how his experiences across research, investing, and startup leadership shaped the development of BluMaiden’s AI-driven drug discovery platform. He explains why successful biotech ventures require more than great science, highlighting the importance of multidisciplinary teams, founder adaptability, strategic execution, and a clear path to commercial value. He also provides an inside look at BluMaiden’s approach to discovering small-molecule therapeutics, including how the company integrates microbiome, clinical, and multi-omics datasets to identify new drug targets and candidates. Damien discusses where AI is already creating value in drug discovery, where human expertise remains indispensable, and why validation continues to be the defining challenge for computational approaches. Along the way, the conversation covers venture creation versus academic spinouts, fundraising and company building in Singapore, the evolving biotech investment landscape, and emerging technologies such as agentic AI, laboratory automation, and quantum computing. Damien also shares practical insights for founders, researchers, and investors on evaluating opportunities, building resilient companies, and turning scientific innovation into meaningful patient impact. Host: Shamieraah Jamal Editors: Shamieraah Jamal, Chi Dam, Dillon Chew 02:00 Meet Damien Keogh 07:05 VC and what makes startups win 09:38 Founding BluMaiden 19:20 Building an AI Moat 25:30 Validation Roadmap to Licensing 30:55 Biotech Collaboration Verticals 33:10 Hype Versus Reality 44:58 The direction ahead 51:57 Ecosystem Support and Talent