Ron Amit
Senior AI Algorithm Engineer at Aidoc
Israel
Summary
👤
Senior🎓
Top SchoolRon Amit is a Senior AI Algorithm Engineer with eight years of experience bridging academic research and production-grade machine learning, currently applying his expertise at Aidoc. He holds a PhD in Machine Learning from Technion and has held research roles at Verily, NVIDIA, and Microsoft, working on applied ML and reinforcement learning problems. Ron’s background spans signal processing, algorithm development, and medical AI, reflecting a trajectory from early algorithm engineering to research scientist and product-focused algorithm roles. He has taught at Technion, signaling strong mentorship and the ability to translate complex concepts to students and colleagues. Known for moving research into practice, he combines rigorous theoretical foundations with hands-on system building in clinical and healthcare contexts. Based in Israel, Ron brings a rare mix of academic depth and cross-industry experience that accelerates deployment of robust AI solutions.
8 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy - PhD Machine learning, Doctor of Philosophy - PhD Machine learning at Technion - Israel Institute of Technology
Github Skills (12)
meta9
pac9
meta-learning8
regularizer8
theory8
discount8
factor7
reinforcement-learning4
synthesis1
reimplementation1
spell1
mojo1
Programming languages (2)
Github contributions (5)
ron-amit/meta-learning-adjusting-priors
May 2018 - Oct 2019
Implementation of the paper "Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory", Ron Amit and Ron Meir, ICML 2018
Contributions:17 commits, 27 pushes, 1 branch in 1 year 6 months
meta-learningpacextendedmetaron
ron-amit/Discount_as_Regularizer
Jun 2020 - Oct 2020
Code for the paper "Discount Factor as a Regularizer in Reinforcement Learning" ICML 2020
Contributions:25 commits, 25 pushes, 1 branch in 3 months
icml-2020reinforcement-learningdiscountfactoricml
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