TheBioMLClinic

TheBioMLClinic

TheBioMLClinic

An ML Department in One Head

An AAV-ML Department in One Head

An ML Department in One Head

Fatma Elzahraa Eid, PhD

Largest AAV-ML Study

First author. Nature Communications. →

Named Inventor

Named Inventor

Named Inventor

Patent portfolio spanning different areas of ML-guided AAV capsid optimization. →

6 Years

6 Years

6 Years

Built and led ML capability at the Broad Institute's AAV Engineering Program.

Built and led ML capability at the Broad Institute's AAV Engineering Program.

20+ Years

Machine learning experience, a decade before AAV-ML was a field.

>80%

Of bioML models audited over 10 years showed generalization failures invisible to their own developers.

Independent Capsid Discovery Engine

Independent Capsid Discovery Engine

Independent Capsid Discovery Engine

Proprietary AAV-ML guided discovery programs, built and run independently.

AAV Digital Twin

AAV Digital Twin

AAV Digital Twin

Proprietary ML suite for capsid discovery. →

Proprietary ML suite for capsid discovery. →

Diagnosis, execution, and judgment from the person who built the ML diagnostic and discovery frontier for AAV capsid engineering.

Diagnosis, execution, and judgment from the person who built the ML diagnostic and discovery frontier for AAV capsid engineering.