Dor Miron
Algorithm Developer
Overview
12
12
years of professional experience
8
8
years of post-secondary education
2
2
Languages
Work History
Algorithm Developer
Applied Materials
01.2023 - Current
- Identified a gap in the team's existing flow and developed an unsupervised algorithmic solution. Successfully implemented this solution, demonstrating 30% decrease in false positive rate.
- Modernized algorithmic infrastructure to support parallelism, easy configurability and flexible interfacing.
- Implemented automatic hyperparameter tuning with Optuna, resulting in 15% increase in main AUC metric and significantly reducing experimental workload, saving the team countless hours.
- Mentored junior developers, providing guidance on best practices in algorithm development and optimization techniques.
MSc. of Particle Physics
Tel Aviv University
01.2021 - Current
- Applied Computer Vision / Deep Learning thesis – Researching, training and tuning deep learning bases solutions
- Goal - Energy spectrum and position reconstruction of a particle detector (E-Calorimeter) “images” for future LUXE experiment.
Software/Algorithm developer
Kama Research
01.2020 - 01.2021
- Design and maintain an infrastructure for a multi-service software (python), used for online data analysis and intravascular visualization
- Develop supporting machine learning algorithms for mapping the heart during cardiac catheterization surgeries.
Algorithm developer
Navin
01.2019 - 01.2020
- Develop explicit algorithms for indoors mapping and navigation purposes
- Develop interactive simulation and visualization tools using JS and HTML.
RF technician, Network administrator
IDF, Intelligence Corps Technological Unit (8153)
01.2012 - 01.2015
Education
MSc. of Particle Physics -
Tel Aviv University
01.2021 - Current
BSc. Of Physics and Mathematics - undefined
Hebrew University of Jerusalem
01.2016 - 04.2020
Skills
Flask
undefinedTimeline
Algorithm Developer
Applied Materials
01.2023 - Current
MSc. of Particle Physics
Tel Aviv University
01.2021 - Current
MSc. of Particle Physics -
Tel Aviv University
01.2021 - Current
Software/Algorithm developer
Kama Research
01.2020 - 01.2021
Algorithm developer
Navin
01.2019 - 01.2020
BSc. Of Physics and Mathematics - undefined
Hebrew University of Jerusalem
01.2016 - 04.2020
RF technician, Network administrator
IDF, Intelligence Corps Technological Unit (8153)
01.2012 - 01.2015
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