Talmo Pereira

Salk Fellow & Principal Investigator

San Diego, California, United States
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Summary

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Senior
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Top School
Talmo Pereira is an Assistant Professor and computational neuroscientist with 13 years of experience bridging deep learning and biology. After a PhD in Neuroscience from Princeton, he led Talmo's Lab as a Salk Fellow and Principal Investigator, developing neural and behavioral models that span animals, plants, and engineered systems. He has industry experience from Google AI working on action-recognition models and a strong track record in building image- and video-processing pipelines for connectomics and ethology dating back to MIT and Caltech. Based in San Diego, he runs a lab that applies modern deep learning to fundamental questions in brain function and behavior while translating methods across domains. Talmo combines rigorous experimental neuroscience with hands-on ML engineering, often crafting bespoke computational tools rather than relying solely on off-the-shelf solutions. His work reflects an unusual breadth: from molecular and imaging studies to large-scale behavioral modeling.
code13 years of coding experience
job2 years of employment as a software developer
bookUMBC
bookDoctor of Philosophy (PhD) Neuroscience, Doctor of Philosophy (PhD) Neuroscience at Princeton University
languagesEnglish, portuguese (brazilian), Spanish
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Stackoverflow

Stats
302reputation
6kreached
5answers
0questions
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Github Skills (118)

motion-tracking10
benchmark10
pose10
forge10
deep-learning10
udp10
siggraph10
computer-vision10
hourglass10
pose-estimation10
cpm10
toolbox9
python9
pytorch9
machine-learning9

Programming languages (10)

C#DockerfileC++ShellCSWIGJupyter NotebookMATLAB

Github contributions (5)

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talmolab/sleap-matlab

Jan 2021 - Jul 2022

Multi-animal pose estimation using SLEAP in MATLAB
Contributions:3 releases, 2 reviews, 16 commits in 1 year 6 months
sleapmatlabdeep-learningcomputer-visiontracking
talmolab/lab-website

Nov 2021 - Nov 2022

Contributions:78 commits, 83 pushes, 1 branch in 1 year
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