Work
Selected engagements, described by the decision that mattered. The technology is at the bottom of each page because it is the least transferable part.
Decision support over industrial energy data
Retrieval-based assistants that let engineers interrogate operational and technical datasets directly, in a domain where a confident wrong answer is expensive.
AI energy forecasting for an automotive plant
End-to-end machine learning and analytics for industrial energy forecasting across a large automotive manufacturing site, delivered inside MANAGE 5.0, an EU Horizon project on Industry 5.0.
Renewable energy community platform
Designed a modular platform for energy sharing, self-consumption modeling, and financial orchestration under EU REC frameworks.
Energy audit and efficiency programme
A full audit of thermal and electrical systems at a manufacturing plant, delivered as a sequenced intervention roadmap rather than a list of findings.
Utility-scale photovoltaic validation
Validation and yield simulation for 10–40 MW photovoltaic plants to support investment decisions across European and Southeast Asian sites.
Predictive maintenance for wind turbines
Failure prediction from turbine sensor data, built so that maintenance schedules could be planned against it rather than around it.
Valorisation pathway for alumina-based waste
Technical and economic assessment of after-treatment routes for alumina-based industrial waste, aimed at whether a new product line was viable rather than merely possible.
Process architecture for operational workflows
Business process modelling against BPMN 2.0 and APQC, applied where operational workflows have to reconcile with the money they generate.