Rohan G
Scientist III at Allen Institute
Seattle, Washington, United States
Summary
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Senior🎓
Top SchoolRohan G is a Scientist III at the Allen Institute with a decade of experience applying representation learning and image analysis to neuroscience datasets. He develops multimodal and multi-species foundation models for brain-cell characterization, builds graph networks to integrate molecular data with anatomical frameworks, and designs feature-selection and segmentation methods for spatial transcriptomics and morphology workflows. Trained as a physicist (PhD, Northeastern; dual degree, IIT Bombay), he blends quantitative rigor with practical ML engineering to move single-cell and imaging research from noisy experiments to reproducible, product-ready tools. Notably, his work spans both generative models for multimodal single-cell data and applied signal processing for photometry, reflecting a rare combination of modeling depth and experimental acumen.
10 years of coding experience
7 years of employment as a software developer
Indian Institute of Technology BombayDoctor of Philosophy (PhD), Physics, Doctor of Philosophy (PhD), Physics at Northeastern University
Stackoverflow
45reputation
16kreached
3answers
0questions
Github Skills (22)
ncbi9
rna-seq8
blast7
uniprot7
transcriptomics7
prediction6
genomics6
anaconda6
warnings6
scikit-learn6
python6
anonymous-functions6
pandas6
matlab6
databases5
Programming languages (4)
Github contributions (5)
AllenInstitute/ctree
Aug 2019 - Feb 2025
Contributions:1 release, 11 pushes, 2 branches in 5 years 6 months
rhngla/rhngla.github.io
Mar 2018 - Sep 2025
Contributions:53 pushes in 7 years 7 months
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