The AI-Driven, Rapid, Experimental Automation Machine (DREAM) Cloud Lab for Protein Engineering is an NSF-supported national user facility for protein engineering. Housed within the Northwestern Center for Synthetic Biology Biofoundry, DREAM will enable users across the U.S. to engineer custom proteins for applications in biomanufacturing, critical mineral mining, healthy aging, agriculture, materials and beyond, inexpensively and reliably. Powered by an AI-driven Design-Build-Test-Learn (DBTL) cycle leveraging cutting-edge ‘cell-free’ protein synthesis technology, DREAM will use a suite of automated equipment to rapidly produce complex proteins, and validate functional measurements by characterizing the protein’s enzyme kinetics, protein and small molecule interactions, assembly formation, mechanical properties, and folding and stability. In addition to designing new proteins, DREAM data and models will create a national protein function database, enabling breakthroughs in biological design.
Over the next year we will be building DREAM. Once DREAM is operational, it will be open to a broad base of users from community colleges to academic labs to private industry. To find out more about DREAM, submit an inquiry using the form below.
Interested in working for DREAM?
Team

Julius Lucks
DREAM PI and CSB Co-Director

Danielle Tullman-Ercek
DREAM Co-PI and CSB Co-Director

Han Liu
DREAM Co-PI

Michael Jewett
DREAM Co-PI (Stanford)

Joshua Leonard
DREAM Team Member

Ashty Karim
DREAM Team Member

Gabriel Rocklin
DREAM Team Member

Arthur Prindle
DREAM Team Member

Manling Li
DREAM Team Member

Ji-Ping Wang
DREAM Team Member

Michelle Hoffman
DREAM Team Member (CBC)
News
NSF announces $400M investment in new national network of AI-programmable cloud laboratories in alignment with the U.S. government’s Genesis Mission
(July 22, 2026)
AI-directed protein-engineering cloud lab receives $20 million from NSF
(July 23, 2026)
Northwestern University Secures $20M for AI Protein Engineering Cloud Lab
(July 23, 2026)
Northwestern Scores $20M For Nation’s First Open AI Protein Lab
(July 29, 2026)
Ginkgo Bioworks Expands Autonomous Lab Network to Caltech, MIT, Maryland and Northwestern
(August 5, 2026)
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Interested in working at DREAM?
DREAM Open Positions

