Venkatesh Ramesh

Applied AI Scientist at Soma Energy

Montreal, Quebec, Canada
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Summary

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Venkatesh Ramesh is an Applied AI Scientist with nine years of experience applying deep learning to computer vision and climate science, currently based in Montreal. He has transitioned research prototypes into reusable software at Google and Mila, and now drives AI initiatives at Soma Energy, combining production engineering with scientific rigor. His work spans end-to-end ML systems—large-scale data engineering on CMIP6, physics-constrained emulators for radiative transfer, and geospatial change-detection pipelines—using TensorFlow, PyTorch, Keras and C/C++. Motivated by socially impactful applications, he focuses on biodiversity conservation and climate change, bringing domain knowledge from Terra.do and Mila collaborations with Prof. David Rolnick. Notably, he has delivered high-accuracy detection systems in low-quality surveillance and terabyte-scale distributed pipelines, demonstrating a knack for turning noisy research problems into robust, deployable models.
code9 years of coding experience
job8 years of employment as a software developer
bookMaster of Science - MS, Artificial Intelligence, Master of Science - MS, Artificial Intelligence at Mila - Quebec Artificial Intelligence Institute
bookClimate Change: Learning for Action, Climate Change: Learning for Action at Terra.do
bookSalwan Public School
bookBachelor of Technology (BTech), Computer Science, Bachelor of Technology (BTech), Computer Science at SRM IST Chennai
languagesEnglish, Hindi, Tamil, Japanese
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Github Skills (65)

water10
parking10
deeplab10
xception10
segmentation10
visual-recognition10
face-recognition9
resnet9
object-detection9
computer-vision9
image-processing9
python9
imagery9
deep-learning9
efficientnet9

Programming languages (4)

JuliaDockerfileJupyter NotebookPython

Github contributions (5)

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Venka97/FaceSwapCV

Apr 2017 - Jun 2019

Contributions:17 commits, 13 pushes in 2 years 1 month
Venka97/Document-Scanner

Aug 2017 - Jan 2018

Contributions:8 commits, 7 pushes, 1 branch in 4 months
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Venkatesh Ramesh - Applied AI Scientist at Soma Energy