Bio
Experience
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Data Scientist
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Feb 2022 - Present
• Contributed significantly to the development of an innovative system for carbon credit estimation using imagery data, integrating advanced machine learning techniques and statistical analysis to achieve heightened accuracy and reliability.• Developed a framework for extracting tabular features from agricultural data, implementing a systematic approach to data structuring and preprocessing to enhance predictive model context, resulting in solutions that provided actionable insights and improved operational efficiency.• Developed and deployed customized machine learning based and algorithmic solutions to meet business objectives, aligning with product and business needs through cross-functional collaboration.
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Senior Infrastructure Engineer
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Oct 2011 - Feb 2022
Establish, configure, and manage infrastructures and virtual environments, design and deliver data protection, backup systems, and disaster recovery solutions for critical environments. Design and develop a central system for reporting, analyzing, and managing servers' data.
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Data Scientist
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Oct 2021 - Nov 2021
Performing Data Science PoC, including explanatory data analysis, building, tuning, and evaluating machine learning models, analyzing results and delivering business insights.
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Data Analyst
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2010 - Oct 2011
SQL management, ETL processes implementation, perform and design automation using C#.
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Education
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2019 - 2022Ben-Gurion University of the Negev
Master of Science - MS, Software and Information Systems Engineering - Machine Learning and Big Data Analytics -
2006 - 2010Ben-Gurion University of the Negev
Bachelor of Science - BS, Information Systems Engineering
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