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.

Arpit Aggarwal

Machine Learning Intern

My primary research interests lie in the application of Deep Learning and Computer Vision in Healthcare and Autonomous Driving. I have experience in working with Deep Learning frameworks (PyTorch) and...
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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...

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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...
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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.

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...
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Gregory Way

Postdoctoral Associate

I use data science, machine learning, and software engineering to extract insights from large biomedical data sets. I am interested in image-based profiling, genomics, and systems biology.