David Logan
Principal Scientist at Novo Nordisk
Acton, Massachusetts, United States
Summary
🤩
Rockstar🎓
Top SchoolDavid Logan is a Principal Scientist with over a decade of hands-on experience applying computational biology, image analysis, and AI/ML to accelerate data-driven drug discovery. He has led large-scale cellular imaging efforts—most notably Pfizer’s JUMP cell-painting program—profiling millions of images on HPC and cloud platforms to create a queryable phenotypic database across 100,000+ perturbations. Skilled in Python, MATLAB, CellProfiler, and deep learning frameworks, he translates complex, multidimensional imaging data into actionable biological insights across therapeutic areas. A practiced collaborator and communicator, he serves as a Data Steward liaison bridging biologists and IT to ensure data governance and usability. His background spans academic neuroscience imaging and industry-scale phenotypic screening, giving him rare depth in both experimental and computational methods. He also remains an active community contributor from his Broad Institute days, helping others solve practical image-analysis problems.
11 years of coding experience
17 years of employment as a software developer
Postdoctorate Neuroscience, Postdoctorate Neuroscience at Massachusetts Institute of TechnologyUniversity of MichiganPh.D. Neuroscience, Ph.D. Neuroscience at University of RochesterM.S. Physics, M.S. Physics at University of Maryland
Github Skills (42)
image-analysis10
microscopy10
derived9
python9
neuroimaging9
cellprofiler9
sh9
derived-data8
qt7
image-processing7
machine-learning7
shell5
csv5
xml5
parse5
Programming languages (7)
Github contributions (5)
dlogan/profiling-scripts_DLogan
Aug 2016 - Sep 2020
Contributions:2 pushes in 4 years 1 month
PfizerRD/PNPLA3
May 2018 - Aug 2018
Contributions:63 pushes in 3 months
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