Resume
My professional background and experience
Professional Experience
Senior Data Scientist
Leading the AI backbone of RED, our flagship product for renewable energy. Built Rosso, an automated pricing engine that optimizes portfolio risk while ensuring growth. Delivered precise half-hourly, multi-year horizon forecasts and developed a modern ML stack for rapid iteration and scaling.
Data Scientist for Energy
Developed advanced time series models for generation, load, and market price forecasting. Created battery degradation estimation models for hundreds of assets. Pioneered an end-to-end MLOps framework on AWS with Kubernetes. Led development of a novel PV power generation forecasting product and mentored colleagues in data science.
Data Scientist
Delivered tailored, end-to-end ML projects with domain expert collaboration. Projects included animal sickness detection, predictive maintenance, anomaly detection, and time series applications. Built data pipelines using real-world data from robots, sensors, IIoT devices, and more across manufacturing, automotive, and agritech sectors.
Project Lead in Aerospace Defense
Led engineering teams in designing high-budget technological projects for F16 and F15 jet fighters. Managed collaboration with Israeli military industries, conducting R&D in RF, signal processing, and aviation. Created ML models for computer vision and data analysis.
Flight Researcher and Analyst
Managed high-end, real-time RF systems for protection of Israeli jet fighters during missions. Analyzed and researched vast amounts of data collected by these systems. Conducted field testing, research, and evaluation via flight and laboratory tests.
Education
Machine Learning and AI Specialization
Intensive program covering Python, R, SQL, Statistics, and Machine Learning. Final project (100% grade): Movie Recommender System using Singular Value Decomposition.
Officers' Training
Completed rigorous military leadership training. Achieved rank of Captain through demonstrated leadership and technical expertise.
B.Sc. Electrical and Electronics Engineering
Specialized in electro-optical systems, control engineering, and bio-engineering. Thesis on Segmentation and Real-Time Video Tracking in Medical Imaging.
B.Sc. Physics
Focused on astrophysics and theory of relativity.
Skills & Expertise
Data Science & ML
Programming
Cloud & DevOps
Libraries & Frameworks
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