

Talking Precision Medicine
Genialis
Welcome to the Talking Precision Medicine podcast. In this series, we sit down with experts on the application of AI and big data analytics in the drug discovery space. Our guests are innovators, business decision makers and thought leaders at the intersection of data and therapeutics. We discuss the promise, practice, challenges, and myths of AI in precision medicine. This show is brought to you by Genialis, and Rafael, our CEO, is your host.
Episodes
Mentioned books

Mar 23, 2026 • 45min
Sean Khozin | The rhythm and dissonance of cancer biology | TPM podcast #54
In this episode, Rafael Rosengarten speaks with Dr. Sean Khozin, CEO of the CEO Roundtable on Cancer. Sean shares how pre-competitive collaboration across industry, academia, and regulators is helping address some of the biggest challenges in oncology. The conversation explores the role of data sharing initiatives like Project Data Sphere, the promise of AI in clinical trials and discovery, and Sean’s unique journey from music to science. TPM E54 highlights >Episode 54 links:CEO Roundtable on CancerProject Data SphereSean Khozin webpagePhyusionBio substackSean Khozin on LinkedIn

Feb 26, 2026 • 41min
Colette Delawalla | Be the change you want to see in the world: mobilizing to protect American science | TPM podcast #53
In this episode, I’m joined by Colette Delawalla, founder and CEO of Stand Up For Science. What began as frustration over a federal “banned words” list evolved into a national mobilization effort to defend scientific freedom and evidence-based policymaking. We talk about the organization’s origin story, its National Day of Action on March 7, 2026, the communication gap in science on the political left, the campaign to impeach RFK Jr., and what rebuilding American science might require in the years ahead. Come on in and have a listen.TPM E53 highlights >Episode 53 links:Stand Up For Science homepage National Day of Action map (March 7, 2026)Impeach RFK Jr. & the Quack-o-gram campaignArticles of impeachment against RFK Jr.Stand Up For Science SubredditBook recommendation: Nothing is True and Everything is Possible

Dec 12, 2025 • 40min
Ian Simon | When following the science isn’t enough: risk, communication, and the future of biotechnology | TPM podcast #52
In this episode, I’m joined by my longtime friend Ian Simon, Head of Biotechnology at Aspis Intelligence. Ian’s path runs from grad school vaccine research at Yale to senior roles at the White House, HHS, NIH, the State Department, and the Office of Long Covid. We talk about de-risking young biotech companies, what Covid taught us about science and public health, and how new technologies like AI might change how we do science altogether. TPM E52 highlights >Episode 52 links:Ian Simon on LinkedInAspis Intelligence

Nov 13, 2025 • 36min
Michelle Chen | Using AI to derisk gene therapy and genetic medicine | TPM podcast #51
In this episode Rafael sits down with Michelle Chen, President and CEO of Form Bio, a techbio company using AI to advance genome engineering and the development of genetic medicines. Michelle shares her zigzag journey from scientist to executive, how her team is tackling the biggest bottlenecks in gene therapy, and why AI has become essential in designing safer, more effective treatments. TPM E51 highlights >Episode 51 links:Michelle Chen on LinkedInForm Bio

Oct 30, 2025 • 45min
Mike Rossi, ConcertAI | Real world data and artificial intelligence turn anecdote to evidence | TPM podcast #50
Today I’m joined by Mike Rossi, Vice President of Translational Science and Multi-modal Real-World Evidence Solutions at ConcertAI. Mike has built a career at the intersection of genomics, data science, and oncology, helping to bridge the gap between research and real-world clinical practice. We talk about what real-world data really means, how it becomes actionable evidence, and what it takes to turn the messy reality of patient care into insight that changes lives.TPM E50 highlights >Episode 50 links:Mike Rossi on LinkedInConcertAI

Aug 29, 2025 • 45min
Mida Pezeshkian, Stema_cg | Launching products in healthcare: The most important framework is flexibility | TPM podcast #49
Joining us on this episode is Mida Pezeshkian, an old colleague and friend. Mida’s career has spanned from the depths of stem cell science as a student to her current focus on product management in healthcare. We talk about what it really takes to launch products in this space, and how she helps customers bring truly transformational innovations to market.TPM E49 highlights >Episode 49 links:Mida Pezeshkian on LinkedInSTEMA_cgThe Lab

Jul 24, 2025 • 43min
Michael Montalto, Amgen | How to have the biggest impact on patients: a career of invention, innovation, and implementation | TPM podcast #48
Today on the show, I’m joined by Michael Montalto, vice president of precision medicine at Amgen. Amgen is widely recognized as one of the most successful pharmaceutical companies in translating research and development into approved therapies. A key part of that success comes from their focus on precision medicine, and Mike brings a unique perspective from the forefront of that work.TPM E48 highlights >Episode 48 links:AmgenMichael Montalto on LinkedInGenialis presents a poster at ISMB/ECCB 2025

Jun 24, 2025 • 43min
Tom Neyarapally, Archetype Therapeutics | A new paradigm for generative AI drug discovery: more accurate shots on a much wider goal | TPM podcast #47
Joining us on this episode is Tom Neyarapally, co-founder and CEO of Archetype Therapeutics, an exciting new AI-driven company in the drug discovery space. Archetype is an AI-native biotech pioneering the use of generative chemogenomics and patient clinicogenomic data to virtually screen billions of potential drug candidates each day.TPM E47 highlights >Episode 47 links:Archetype TherapeuticsTom Neyarapally on LinkedIn “Exploring a “Patient-First” Path in Drug Discovery”, a LinkedIn article by Tom Neyarapally, Paul McDonagh, and Rafael Rosengarten

May 19, 2025 • 50min
Stéphane Budel, DeciBio | Precision medicine is our future and our fate | TPM podcast #46
Stéphane Budel, founding partner at DeciBio, joins the Talking Precision Medicine Podcast to explore the future of the field. He unpacks how liquid biopsy, multi-omics, and AI are opening new doors for personalized care, why the diagnostics business model is holding innovation back, and what it will take to make complex tech usable for clinicians and patients alike.TPM E46 highlights >Episode 46 links:DeciBioStephane Budel on LinkedInDeciBio’s White Paper on AI in Drug Development (with contributions from Rafael Rosengarten)

Apr 22, 2025 • 46min
Anna Berkenblit & Sudheer Doss, PanCAN | On a mission to beat an ignoble killer: pancreatic cancer | TPM podcast #45
Today’s guests are Anna Berkenblit, Chief Scientific and Medical Officer at the Pancreatic Cancer Action Network, and Sudheer Doss, Chief Business Officer at PanCAN. The Pancreatic Cancer Action Network is the leading organization dedicated to advancing progress against pancreatic cancer. It empowers patients and caregivers, drives early detection strategies, and revolutionizes the development of advanced and personalized treatments.TPM E45 highlights >Episode 45 links:Anna Berkenblit on LinkedInSudheer Doss on LinkedInPanCANFor access to data through PanCAN’s SPARK platform, please visit: PanCAN.org/sparkFor more information, contact PanCAN Patient Services with questions about any type of pancreatic cancer – we are here to help.


