Yair Reichman
Algorithm Developer | Computational Scientist | Data Analysis Expert
Yoqne'am Ilit
Summary
M.Sc. Materials Science engineer with 5+ years of experience developing computational algorithms for complex physical systems. Proven expertise in bridging theoretical models with experimental data through advanced simulation techniques, data analysis, and machine learning approaches. Strong background in computational physics and charge transport modeling, with hands-on experience in algorithm development for industrial applications in startup environments.
Overview
14
14
years of professional experience
2
2
Languages
Work History
Simulation and Analysis Engineer
H2Pro Ltd.
01.2022 - Current
- Algorithm Development: Design and implement advanced Python algorithms for physical system analysis and optimization, focusing on electrochemical device performance
- Theoretical Modeling: Develop and validate mathematical models for complex chemical and physical processes, bridging experimental observations with theoretical predictions
- Model Calibration: Calibrate temperature control models with actual system performance data to ensure accurate theoretical-experimental alignment
- Data Analysis & Visualization: Create comprehensive data analysis pipelines using NumPy, Pandas, and SciPy for multi-dimensional experimental datasets
- System Simulation: Build and optimize MATLAB/Simulink models for physical system behavior prediction, including Simscape-based electrochemical cell modeling
- Monte Carlo Simulations: Implement kinetic Monte Carlo algorithms to investigate chemical mechanisms and system behavior under various conditions
- Application Development: Deploy standalone analysis tools using Tkinter, Plotly Dash, and Streamlit for cross-team collaboration
M.Sc. Researcher - Computational Materials Science
Technion – Israel Institute of Technology
01.2020 - 01.2022
- Interface Charge Transport: Investigated electronic properties and charge transport mechanisms at semiconductor heterostructure interfaces using density functional theory (DFT)
- Algorithm Development: Developed Python modules for scientific computing, numerical simulations, and data processing of quantum mechanical calculations
- Computational Modeling: Performed computational analysis of electronic band structures and charge distributions in semiconductor interface systems
- Advisor: Prof. Maytal Caspary Toroker
- Thesis: [Please provide thesis title]
Lab Assistant - Metals Institute
Technion – Israel Institute of Technology
01.2019 - 01.2020
- Experimental Design: Assisted in conducting materials characterization experiments and analyzing complex datasets
- Literature Research: Performed comprehensive literature reviews to support ongoing research projects
- Data Analysis: Processed and interpreted experimental results using statistical analysis methods
Teaching Assistant - Numerical Analysis
Technion – Israel Institute of Technology
01.2018 - 01.2020
- Curriculum Development: Designed comprehensive lesson plans for advanced numerical methods courses
- Problem Solving: Created and evaluated complex mathematical problems focusing on computational algorithms and data analysis techniques
SharePoint Implementation Specialist
Engor Software
01.2016 - 01.2016
- System Development: Implemented SharePoint-based data management solutions for construction industry clients
- Customer Collaboration: Worked directly with customers to understand technical requirements and deliver customized solutions
- Technical Support: Provided ongoing technical support and system optimization services
Team Leader - Military Service
Israeli Defense Forces
01.2012 - 01.2015
- Project Leadership: Led a team of 8 soldiers in the Meitav unit, managing complex data processing and reporting systems
- Real-time Analytics: Responsible for real-time data analysis and reporting of combat role assignments and resource allocation
- Executive Reporting: Delivered analytical reports and recommendations directly to high-ranking officers and decision-makers
- Recognition: Awarded 2015 Independence Day Distinction by Head of Planning Division (Brigadier General) for outstanding performance
Education
Data Science Program -
YDATA
08.2025
Master of Science - Materials Science and Engineering
Technion – Israel Institute of Technology
01.2022
Bachelor of Science - Materials Science and Engineering
Technion – Israel Institute of Technology
01.2020
Skills
- Languages: Python (NumPy, Pandas, SciPy, SymPy, Scikit-Learn), MATLAB
- Machine Learning: Statistical analysis, predictive modeling, algorithm optimization
- Simulation & Modeling: Simulink, Simscape, DFT calculations, Monte Carlo simulations
- Data Visualization: Matplotlib, Plotly, Seaborn
- Development Tools: Git, GitHub, Tkinter, Plotly Dash, Streamlit, PyInstaller
- Cloud Computing: Microsoft Azure (foundational knowledge)
- Technical Expertise:
- Theoretical modeling and computational physics
- Nonlinear fitting of experimental data to theoretical models
Websites
CORE COMPETENCIES
- Algorithm Development: Proven track record in developing state-of-the-art computational algorithms for complex physical systems
- Theoretical-Experimental Bridge: Expert in connecting theoretical models with experimental data through advanced fitting and optimization techniques
- Project Leadership: Demonstrated ability to lead multidisciplinary teams and manage complex technical projects from conception to delivery
- Independent Innovation: Strong autodidact with ability to rapidly learn new technologies and develop innovative solutions
- Collaborative Excellence: Proven team player with strong interpersonal skills and experience in cross-functional environments
- Performance Under Pressure: Thrives in challenging, fast-paced environments with tight deadlines and high expectations
Timeline
Simulation and Analysis Engineer
H2Pro Ltd.
01.2022 - Current
M.Sc. Researcher - Computational Materials Science
Technion – Israel Institute of Technology
01.2020 - 01.2022
Lab Assistant - Metals Institute
Technion – Israel Institute of Technology
01.2019 - 01.2020
Teaching Assistant - Numerical Analysis
Technion – Israel Institute of Technology
01.2018 - 01.2020
SharePoint Implementation Specialist
Engor Software
01.2016 - 01.2016
Team Leader - Military Service
Israeli Defense Forces
01.2012 - 01.2015
Master of Science - Materials Science and Engineering
Technion – Israel Institute of Technology
Bachelor of Science - Materials Science and Engineering
Technion – Israel Institute of Technology
Data Science Program -
YDATA
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