People

Anne E. Carpenter

Principal Investigator

Institute Scientist

Senior Director of the Imaging Platform

Shantanu Singh

Principal Investigator

Senior Group Leader

I lead the image-based profiling team. We develop machine learning and statistical methods to create fingerprints of genes, chemicals, and diseases from microscopy images of cells.
john arevalo

John Arévalo

Postdoctoral Associate

I am interested in the application of machine learning methods to uncovering causes and treatments for disease using heterogeneous biological data.

michael-bornholdt

Michael Bornholdt

Visiting Graduate Student

I am a graduate student working as part of the image-based profiling team. I will investigate machine learning and statistical methods to minimize and overcome the batch effect for different Cell...

Read More

Srinivas Niranj Chandrasekaran

Postdoctoral Associate

I am a postdoctoral associate in the profiling team. I am a computational biologist and biophysicist by training with interests in developing mathematical and computational tools to model biological...
Read More

Marzieh Haghighi

Postdoctoral Associate

I’m eager to apply my training in machine learning and signal processing to build the tools needed for the next generation of diagnostics/therapies.
Yu Han

Yu Han

Postdoctoral Associate

As a computational neuroscientist with backgrounds in neuroimaging (e.g., MRI, fMRI, EEG) and artificial intelligence (e.g., deep learning, neural networks, machine learning), I work at the...

Read More

Ruifan Pei

Visiting Graduate Student

I am currently studying for a master's degree in computer science at Georgia Tech, and interning at the Bayer-Broad Precision Cardiology Lab. My research involves applying data driven methods to...
Read More