Decoding the World's Largest Untapped Chemical Library
PanPharm AI harnesses the power of artificial intelligence to predict natural product therapeutics from biosynthetic gene clusters. We're transforming microbial genomes into a programmable drug discovery engine, accessing the vast chemical diversity that traditional methods cannot reach.
Our Platform
Genomic AI Engine
Predicts chemical scaffolds directly from biosynthetic gene cluster sequences using deep generative models trained on BGC-compound-target associations.
Molecular Generator
Proprietary algorithm to confidently predict 3D chemical structures of BGC-encoded compounds.
Target Docking Suite
High-throughput docking against protein targets with ML-enhanced scoring functions for binding affinity, ADMET properties, and synthetic accessibility.
Active Learning Loop
Integrates experimental validation results to continuously refine model predictions, creating a self-improving discovery engine.
Leadership and Advisory Team
Co-founder of AI/ML-enabled drug discovery company, Lodo Therapeutics (acquired by Zymergen); previously Senior Director at Odyssey Therapeutics and Zymergen. 10+ years leading natural product drug discovery, high-throughput screening, and hit-to-lead programs.
Distinguished University Professor at Northeastern University; Fellow of AAAS and the American Academy of Microbiology. Pioneer in antibiotic discovery and global leader in natural products research with 61,000+ citations.
Principal Investigator, Neural Dynamics Group, Institute for Experiential AI at Northeastern University. AI researcher with 8+ years delivering models across physics, computational biology, and drug discovery; advisor and co-founder of multiple AI startups.
Director of AI + Life Sciences, Institute for Experiential AI; Professor at Northeastern University; External Professor, Santa Fe Institute. 15+ years in global health security, including former Vice President at The Rockefeller Foundation.
Endowed Chair in Natural Products Chemistry, University of Illinois Urbana-Champaign; Fellow, National Academy of Inventors. Leader in antibiotic discovery.