Karthik Venkataramani
Applied Scientist at Amazon
Seattle, Washington, United States
Summary
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Senior🎓
Top SchoolKarthik Venkataramani is an Applied Scientist with ~10 years of experience specializing in geospatial and machine learning solutions that turn satellite observations into analysis-ready, real-world products. Currently at Amazon, he brings a strong research pedigree from the University of Washington and NASA JPL where he developed deep learning methods to refine DEMs and harmonize optical with SAR data. His PhD and MS in Electrical and Computer Engineering from Virginia Tech underpin a rare mix of expertise in remote sensing, GNSS/space-weather modeling, and operational software for real-time data pipelines. Past projects include ML-driven GPS disruption forecasting (with substantial performance gains), reinforcement learning for space communications, and involvement in NASA/NSF field and rocket missions. He is passionate about open source and building reproducible, well-documented tools that bridge research and user-ready applications. Not immediately obvious: he pairs atmospheric/space physics modeling experience with hands-on engineering of production data systems, enabling both scientific insight and deployable solutions.
10 years of coding experience
12 years of employment as a software developer
Master's degree, Electrical and Electronics Engineering, Master's degree, Electrical and Electronics Engineering at Virginia TechBachelor of Engineering, Electronics and Telecommunications, Bachelor of Engineering, Electronics and Telecommunications at University of Mumbai
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (80)
python10
datasets10
infrastructure10
deep-learning10
balloon10
ai10
lightning10
artificial-intelligence10
data-science10
cost-management10
pytorch10
lifecycle10
nasa-api10
machine-learning10
scaling10
Programming languages (8)
Github contributions (5)
kvenkman/pytorch-lightning
Sep 2021 - May 2024
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
Contributions:15 pushes, 2 branches in 2 years 8 months
pytorchpythonboilerplatedeep-learningmachine-learning
kvenkman/ace1d
Aug 2019 - Dec 2022
Atmospheric Chemistry and Energetics 1D Model
Contributions:46 commits, 4 PRs, 18 pushes in 3 years 4 months
atmosphericchemistryatmospheric-chemistryenergetics1d-model
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