Resume
My professional background and experience
Professional Experience
2025
Senior Data Scientist
Renewcast•Italy (Remote)
•Building high-precision forecasting models for renewable (wind, solar) energy production using machine learning, numerical weather prediction, and satellite data.
•Improving forecast accuracy and reliability by integrating real-time meteorological data, telemetry, and spatial modeling at scale.
•Delivering scalable, API-driven forecast products that support energy traders, grid operators, and renewable asset managers in optimizing operations and reducing imbalance penalties.
Machine LearningWeather PredictionSatellite DataPythonAPI DevelopmentSpatial Modeling
2024
Founding Data Scientist
tem.energy•London (Remote)
•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.
AWSPythonGrafanaPyTorchdbt
2023
Data Scientist for Energy
AmpX•Prague, London (Remote)
•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.
AWSKubernetesPythonAirflowGrafana
2019
Data Scientist
Datamole AI•Prague
•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.
SQLDockerPythonAzureScikit-Learn
2015
Project Lead in Aerospace Defense
Israeli Air Force•Israel
•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.
PythonTensorFlowMatLabScikit-LearnKeras
2014
Flight Researcher and Analyst
Israeli Air Force•Israel
•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.
Data AnalysisRF SystemsField TestingResearch
Education
2018
Machine Learning and AI Specialization
Technion - Israel Institute of Technology•Israel
Intensive program covering Python, R, SQL, Statistics, and Machine Learning. Final project (100% grade): Movie Recommender System using Singular Value Decomposition.
2014
Officers' Training
Israel Defence Force•Israel
Completed rigorous military leadership training. Achieved rank of Captain through demonstrated leadership and technical expertise.
2010
B.Sc. Electrical and Electronics Engineering
Tel Aviv University•Israel
Specialized in electro-optical systems, control engineering, and bio-engineering. Thesis on Segmentation and Real-Time Video Tracking in Medical Imaging.
2010
B.Sc. Physics
Tel Aviv University•Israel
Focused on astrophysics and theory of relativity.
Skills & Expertise
Data Science & ML
Machine LearningTime Series ForecastingDeep LearningNLPComputer VisionPredictive ModelingOptimization
Programming
PythonSQLRMATLABJavaScriptReactFastAPI
Cloud & DevOps
AWSAzureKubernetesDockerMLflowAirflowdbt
Libraries & Frameworks
TensorFlowPyTorchscikit-learnPandasKerasGrafanaStreamlit
Interested in working together?
Feel free to reach out to discuss potential opportunities.
Get in Touch