Dani Livne

Computational Biologist

Israel
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Summary

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Senior
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Top School
Dani Livne is a computational biologist with eight years focused at the intersection of machine learning, bioinformatics and clinical genetics, currently driving research at RespirAI Medical. He combines a PhD in Bioinformatics and Machine Learning with a long software engineering pedigree—spanning roles from software architect to data scientist—enabling him to move models from research into reliable production. Dani has applied classical and deep learning methods to real-world problems such as web UX churn prediction, traffic optimization, and personalized marketing, and holds a US patent for unsupervised struggle detection. His background in cloud security, time-series Bayesian systems, and optimization gives him a rare blend of algorithmic rigor and product-minded delivery. Comfortable operating across academia, startups and global business expansion, he has lectured on AI and built SageMaker-based SDKs to streamline team workflows. Based in Israel, he brings both hands-on implementation experience and strategic insight into deploying ML solutions in regulated clinical contexts.
code8 years of coding experience
job23 years of employment as a software developer
bookMaster's degree Business/Managerial Economics, Master's degree Business/Managerial Economics at Tel Aviv University
bookDoctor of Philosophy - PhD Life sciences Bioinformatics and Machine Learning, Doctor of Philosophy - PhD Life sciences Bioinformatics and Machine Learning at Bar-Ilan University
languagesEnglish, Hebrew, French
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Github Skills (26)

python9
machine-learning9
deep-learning8
gpu8
tensorflow8
pytorch8
data-science8
neural-network7
market-basket-analysis7
jax5
numpy5
probability5
probabilistic-graphical-models4
statsmodels4
probabilistic3

Programming languages (1)

Python

Github contributions (5)

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zurkin1/PathSingle

Oct 2023 - Jan 2025

Contributions:162 pushes, 1 branch, 3 tags in 1 year 3 months
Contributions:18 pushes, 1 branch in 4 years 3 months
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Dani Livne - Computational Biologist