Dean Shabi · AI Founder & Senior Data Scientist
Partnering with energy traders, grid operators, and founders to ship measurable uplifts in accuracy, risk control, and revenue resilience across renewables portfolios.
Profile
Physics and electrical engineering roots, followed by 6+ years building production AI systems for UK/EU renewable energy trading, pricing, and grid operations.
I partner directly with founders, traders, and operators to turn ambiguous market problems into measurable forecasting, optimisation, and automation products.
I lean in as a hands-on lead—setting strategy, designing systems, and shipping alongside teams with clear governance and post-launch rituals.
Currently leading founder work on Bloome AI to bring calm, high-signal job search automation to market.
Current Work
Spotlighting my new product and recent delivery wins that shaped this year's work.
Founder · Current
AI-driven job matching that delivers five perfect roles every 09:00 Morning Drop.
Mission
Make job searching effortless with human-centred automation that restores calm.
tem.energy · RED pricing engine
Automated portfolio pricing that balances growth with risk controls for UK renewable traders.
AmpX · Grid intelligence
Deployed forecasting platforms and battery degradation models powering real-time decisions.
Datamole · Industrial ML
Delivered predictive maintenance, anomaly detection, and time-series automation across IIoT fleets.
Selected Work
Filter by focus area to see the forecasting systems, pricing engines, optimisation models, and tooling shipped with founders and cross-functional teams.
Led the development of long-term load, generation, and price forecasting models—including PV generation, battery degradation, and price forecasting. These models power core product features, support trading decisions, and reduce balancing costs.
↑57% forecasting accuracy uplift
Built a risk-based pricing optimisation algorithm that enables energy companies to grow rapidly while balancing risk and competitiveness—a critical edge in volatile energy markets.
↓ portfolio VaR while scaling revenue
Created a unique matching algorithm under UK regulations that optimally pairs SME energy consumers with local generators, unlocking ~£50/MWh in cost savings—generating millions in new revenue.
≈£50/MWh cost savings unlocked
Developed a modular, agent-based simulator to model heterogeneous electric vehicle charging behaviours across diverse driver populations, with an interactive Streamlit dashboard for scenario testing.
Validated rollout and tariff decisions
Developed an advanced machine learning model for day-ahead wind power forecasting with remarkable improvements in accuracy, exceeding existing solutions by up to 57%.
↑57% day-ahead accuracy vs incumbent
More projects
Testimonials
Product leadership
Turns complex roadmaps into clear, actionable plans.
“Dean's work has been consistently impressive — his ability to structure complex information at the right level of depth, focus on insights over raw metrics, and adapt quickly to feedback really stood out. His first project was managed with care and clarity, and I always felt well informed throughout. He's shown great initiative by improving his approach between updates and being open to more efficient async workflows. All in all, he's doing brilliantly — I've been consistently impressed with his execution and thoughtfulness.”
Imogen
Product Manager, tem.
Data & analytics leadership
Makes data-heavy work understandable.
“Dean has a real talent for clarity — the way he presents information makes even complex, data-heavy content easy to follow. It's clear he puts in the effort to make things digestible for people without a statistical background, which is incredibly valuable in cross-functional teams. His communication style is clear, inclusive, and well considered.”
Ross
Head of Data, tem.
Executive sponsor
Trusted operator for executive-level problems.
“Dean has been a super member of our team, consistently impressing me with every interaction. His smart and thoughtful approach to complex problems set him apart. His intelligence combined with his collaborative spirit makes him an exceptional asset to any organization. I have no doubt he will go far in his career — he's proven it time and again.”
Irene Di Martino, PhD
CEO at AmpX
Technical leadership
Raises the technical bar and brings the team along.
“I can always rely on Dean to go the extra mile. He consistently delivers more than expected, often studying new techniques to enhance his work. His ability to quickly transform from a developer to a data scientist through self-learning is remarkable. What truly sets Dean apart is his talent for explaining complex concepts to colleagues — his survey of time series methods became our team's foundational reference for all related projects.”
Jan Bím, PhD
AI Department Lead, Datamole
Contact
Let’s talk about how I can help bring your ideas to life with forecasting, optimisation, or automation that ships.
Common engagements