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
2023.01 - 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
2021.01 - 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
2020.01 - 2021.01
- 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
2019.01 - 2020.01
- 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)
2012.01 - 2015.01
Education
MSc. of Particle Physics -
Tel Aviv University
2021.01 - Current
BSc. Of Physics and Mathematics - undefined
Hebrew University of Jerusalem
2016.01 - 2020.04
Skills
Flask
SciPy
Plotly
pandas
SK-learn
PyTorch
Optuna
Multiprocessing
Flask
Huggingface
Linux
Docker
Timeline
Algorithm Developer
Applied Materials
2023.01 - Current
MSc. of Particle Physics
Tel Aviv University
2021.01 - Current
MSc. of Particle Physics -
Tel Aviv University
2021.01 - Current
Software/Algorithm developer
Kama Research
2020.01 - 2021.01
Algorithm developer
Navin
2019.01 - 2020.01
BSc. Of Physics and Mathematics - undefined
Hebrew University of Jerusalem
2016.01 - 2020.04
RF technician, Network administrator
IDF, Intelligence Corps Technological Unit (8153)
2012.01 - 2015.01