Leveraging Machine Learning to Predict Cellular Behavior in Drug Treatments
Medium Article
This article was originally published on Medium.
Arian Amani
Machine Learning Scientist
I am a Machine Learning Scientist at AI VIVO and a Data Scientist at the Wellcome Sanger Institute. My work is at the intersection of computational biology and drug discovery, where I develop deep generative and foundation models for molecules and cells. I specialize in molecule generation and single-cell perturbation modeling using advanced techniques like VAEs, Diffusions, Transformers, and Flow Matchings. I’m passionate about building AI methods that accelerate target discovery and therapeutic design.