Ravi Kalia
Docker Captain at Docker, Inc
Mexico City
Summary
👤
Senior🎓
Top SchoolRavi 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.
10 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD Statistical Machine Learning, Doctor of Philosophy - PhD Statistical Machine Learning at University of OxfordMSc - MS Distinction with Honors Actuarial Science, MSc - MS Distinction with Honors Actuarial Science at University of London
Spanish, Hindi, Punjabi, French, English
Github Skills (155)
python10
generative10
automation10
deep-learning10
visual-studio10
graph-convolutional-networks10
scikit10
statistics10
editor10
apply10
iteration10
electron10
data-science10
graph10
typescript10
Programming languages (11)
Github contributions (5)
project-delphi/project-delphi.github.io
Sep 2019 - Feb 2024
Personal site of Ravi Kalia
Contributions:19 PRs, 141 pushes, 25 branches in 4 years 5 months
project-delphi/ml-blog
Feb 2024 - Apr 2025
scratchings related to ml
Contributions:158 PRs, 110 pushes, 105 branches in 1 year 1 month
aritificial-intelligencejupytermachine-learningpythonrstats
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