I lead the image assay development team, which collaborates with biologists around the world to create open source image analysis pipelines to help turn images into quantitative data.
My primary interests are computer vision and machine learning and their applicability to cell and microbiology. I’m also interested in compilers, computer architecture, and software engineering.
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.
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...
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...
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...
I am a postdoctoral researcher in the image analyst team. I have a background in biochemistry and cell biology. I am passionate about using objective quantitative methods to obtain meaningful data...
