Ravi Kalia

Founder Independent Consultant at Genial Labs US LLC

Mexico City
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Summary

👤
Senior
🎓
Top School
Ravi Kalia is a Docker Captain, founder of Genial Labs US LLC, and a PhD-trained statistical machine learning engineer with 10+ years building production AI systems across biotech, finance, and consumer products. He designs and ships full ML stacks—from data pipelines and SageMaker deployments to model tuning, monitoring, and interactive front-ends (React, Plotly, Gradio)—and has applied generative AI to biomolecular engineering at Kriya Therapeutics. Based in Mexico City, he blends research rigor from Oxford with hands-on DevOps and OSS community leadership, routinely contributing to tooling and developer experiences around Docker and AI deployment. As a guest lecturer at UNAM he teaches graph learning and generative methods, and outside work he’s an OSS contributor, text-editor tinkerer, surfer and yogi, reflecting an engineer who balances deep technical focus with creative problem-solving.
code10 years of coding experience
job9 years of employment as a software developer
bookDoctor of Philosophy - PhD Statistical Machine Learning, Doctor of Philosophy - PhD Statistical Machine Learning at University of Oxford
bookMSc - MS Distinction with Honors Actuarial Science, MSc - MS Distinction with Honors Actuarial Science at University of London
languagesSpanish, Hindi, Punjabi, French, English
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Github Skills (117)

dom-element10
python10
automation10
graph-convolutional-networks10
statistics10
editor10
apply10
git10
electron10
data-science10
typescript10
vscode-extension10
graph-neural-network10
data-analysis10
visual-studio-code10

Programming languages (12)

TypeScriptDockerfileCSSC++ShellMakefileJavaScriptHTML

Github contributions (5)

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Notes and tutorials following coursera deep learning series
Contributions:155 commits, 6 PRs, 102 pushes in 3 months
deep-learning
repo for genial-labs site.
Contributions:21 PRs, 23 pushes, 24 branches in 1 year 9 months
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