Dean Shabi

Résumé

Dean Shabi

AI founder and senior data scientist specialising in renewable energy markets. I build forecasting, pricing, and automation systems with UK/EU traders, grid operators, and founders — currently building Bloome AI, the calmest way to discover and apply to new roles.

Forecasting systems
Energy trading strategy
Applied AI research
Fractional leadership
Start a projectdeanshabi@gmail.com

Experience

Over a decade architecting and scaling AI products across renewable energy portfolios, from grid forecasting and pricing engines to hands-on automation and leadership for founders.

Founder

Bloome AI

May 2025 – present·Remote
  • Launched Bloome AI (https://www.bloome.ai), an AI job-matching assistant delivering five perfect roles every morning.
  • Shipped Apply Pro for one-click, human-sounding outreach and polished résumés tailored to each opportunity.
  • Piloting Hands-Free, a transparent agent that researches companies and applies end-to-end under user supervision.
  • Built an adaptive calibration engine that keeps matches high-signal with just a few approvals.
  • Designed a human-calm UX so job searches become a one-minute morning ritual instead of daily churn.
AI AgentsProduct DevelopmentEntrepreneurshipFull-Stack Development

Senior Data Scientist

Renewcast

2025 – present·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

Founding Data Scientist

tem.energy

2024 – May 2025·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

Data Scientist for Energy

AmpX

2023 – 2024·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

Data Scientist

Datamole AI

2019 – 2022·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

Project Lead · Captain

Israeli Air Force

2015 – 2019·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

Flight Researcher & Analyst

Israeli Air Force

2014 – 2015·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

Machine Learning and AI Specialization

Technion – Israel Institute of Technology

2018 – 2019

Intensive programme covering Python, R, SQL, statistics, and machine learning. Final project: Movie recommender system using SVD (100% grade).

Officers' Training

Israel Defence Force

2014

Rigorous military leadership training; achieved rank of Captain through demonstrated technical leadership.

B.Sc. Electrical & Electronics Engineering

Tel Aviv University

2010 – 2014

Specialised in electro-optical systems, control engineering, and bio-engineering.

B.Sc. Physics

Tel Aviv University

2010 – 2014

Focused on astrophysics and theory of relativity.

Skills

Data Science & ML

Machine LearningTime Series ForecastingDeep LearningNLPComputer VisionPredictive ModellingOptimisation

Programming

PythonSQLRMATLABJavaScriptReactFastAPI

Cloud & DevOps

AWSAzureKubernetesDockerMLflowAirflowdbt

Libraries & Frameworks

TensorFlowPyTorchscikit-learnPandasKerasGrafanaStreamlit