Speaker Profile
Biography
Erwin Estigarribia is the Chief Executive Officer of Headlamp Health, leading the companys mission to deliver the right medication to the right patient at the right time. With over 25 years of international experience in life sciences, Erwin has founded and scaled ventures at the intersection of data, biotechnology, and clinical care. At Headlamp, he is driving the creation of the first agentic AI platform for neuroscience, integrating multimodal patient data to advance precision in diagnosis, treatment, and research. By replacing trial-and-error psychiatry with data-driven precision medicine, Headlamp is transforming mental healthcare and redefining how psychiatric conditions are understood and treated worldwide.
Talk
Agentic Intelligence for Precision Neurosciences integrates multimodal biological, clinical, and behavioral data through adaptive, process-engineered frameworks. These systems learn from biology and workflow feedback, reducing years of frustration for clinicians and patients while derisking clinical trials. The result: biology-informed, actionable intelligence that accelerates discovery and precision care.
Session Abstract – PMWC 2026 Silicon Valley
Track Chair:
William Oh, Yale
PMWC Award Ceremony
• Nigam Shah, Stanford
• Thomas Fuchs, Lilly
Keynote: Responsible AI in Healthcare: From RWE to Agentic Systems
• Nigam Shah, Stanford
Keynote: Scaling Trusted AI: From Computational Pathology to Next-Gen Medicines
• Thomas Fuchs, Lilly
Real-World Evidence & Clinical AI: Closing the Loop Between Data and Care
• Chair: Roxana Daneshjou, Stanford
• Aashima Gupta, Google
• Brigham Hyde, Atropos Health
• Michael Pfeffer, Stanford
• Thomas Fuchs, Lilly
From Data to Decisions: Building Regulatory-Grade RWE from EHR Systems in Oncology
• Chair: Nadia Poluhina, Mayo Clinic
• Kate Estep, Flatiron Health
• Alyssa Pybus, Moffitt Cancer Center
• Julie Stein Deutsch, Johns Hopkins
• Jeremy Jones, Mayo Clinic
Predicting Outcomes: An AI Model Trained on RWE for Precision Care
• Rich Gliklich, OM1
AI for Clinical Decision Support: From Models to Bedside
• Chair: Amrita Basu, UCSF
• Anurang Revri, Stanford
• Emily Alsentzer, Stanford
• Okan Ekinci, Roche
Keynote: AI for CDS-From Models to Bedside
• Zachary Ziegler, OpenEvidence
Operationalizing AI in Health Systems: Trust, Adoption & Outcomes
• Chair: Danton Samuel Char, Stanford
• Karan Singhal, OpenAI
• Sina Bari, iMerit Technology
• Shashi Shankar, Novellia
• Elena Ikonomovska, diadia Health
• Syed Mohiuddin, Anthropic
Safe, Scalable AI in Clinical Practice: What’s Working and What’s Not
• Chair: Travis Zack, OpenEvidence
• Vincent Liu, Kaiser
• Richard Milani, Sutter Health
Transforming Transplant Care Through AI: From Predictive Insights to Precision Decisions
• Jing Huang, CareDx
AI for Precision Psychiatry: Integrating Multimodal Data Into Clinical Decision Support
• Erwin Estigarribia, HEADLAMP health
Workflow-First Clinical AI: Integration Patterns, Guardrails & Change Management
• Jorge Durand, Klick Health
From Patient-Generated Data to Regulatory-Grade RWE: Design, Bias & Outcome Linkage
• Phil Johnson, Evidation
You have truly created something of a “Davos of personalized medicine” conference, which has value beyond ASCO and ASH.
Manish Kohli, MD, Professor and Jack R. and Hazel M. Robertson Presidential Endowed Chair, Huntsman Cancer Institute
PMWC is indeed 'The Davos of Biotech'
Brook Byers, Founding Partner, Kleiner Perkins, Pioneer in Life Sciences & Healthcare Investing
There is no other event with such a lineup of leaders in their field. My annual MUST event since 2013!
Thomas Wilckens, MD, VP Precision Medicine & Precision Health, ECTT
Now THAT is a stellar line up!!
Dawn Cardeiro, MS, Director, Roche
I am thrilled to hear about the impressive lineup of speakers and the engaging topics planned for the conference.
Amanda Acerbi, PharmD, Precision Medicine Global Director, Janssen (J&J)
PMWC is a landmark event, a real tour de force in precision medicine!
Mehme Hachem, PhD, Sr. Bioinformatician, IO / ML, Université de Montréal
Congrats. This is an amazing rock star lineup.
Amanda Cashin, PhD, Bio Company Builder & Investor, Wing VC
The PMWC program and speaker lineup is one of the most impactful and thoughtfully curated conferences in healthcare today.
Tanmay Khilnani, Founder & Chief, Dept. of Medicine, University of Washington
I’ve spoken and had exhibitions in the past at PMWC — one of my favorite conferences of the year — and this lineup is extra impressive.
Tod Klingler, PhD, Co-Founder & CEO, GeneLeap
Tal has done an amazing job developing the PMWC into the #1 premier precision medicine conference.
Trish Brown, SVP, Payer Relations and Reimbursement, GeneDx
Incredible line up! Great event you are putting on
Christina Zigliotto, Head of Generative AI & Machine Learning, Amazon AWS
What an impressive lineup.
I-Chen Fong, PharmD, Ambulatory Care Pharmacist, Kaiser Permanente
Congratulations on the amazing speaker lineup. Wow!
Snehit Prabhu, PhD, Chief Data Scientist, Cancer Cell Therapy, Stanford Cancer Institute
PMWC was excellent, and the lineup sounds truly impressive!
Liat Dassa, PhD, Director of Program Planning, Biology & Computational Models, CytoReason
The line up has come together beautifully and quite impressively. Many people have mentioned how much they are looking forward to it.
Andrea Vuturo, Partner, Vuturo Group
PMWC Hall of Impact
Previous Speakers Include
Nobel laureates, technology founders, regulators, CEOs and scientific pioneers who have taken the PMWC stage.