AI & ML interests
Domain-specific AI for safety-critical engineering, assurance, and regulated industry decision support. Human-in-the-loop AI for regulated engineering, safety cases, and critical infrastructure.
Recent Activity
āļø Rotex Technologies Ltd
Electrifying towards NetZero | UK-Based Engineering & AI Consultancy
Rotex Technologies is a UK engineering consultancy at the intersection of advanced simulation, AI/ML, and safety-critical industrial systems. With over 25 years of domain expertise spanning nuclear, wind, marine, oil & gas, aerospace, and advanced manufacturing, we apply machine learning and data-driven methods to solve real-world engineering challenges that demand precision, compliance, and reliability.
We develop and share models, tools, and research artefacts in support of our mission: accelerating the digital transformation of energy and manufacturing industries on the path to NetZero.
š¬ Our AI & ML Focus Areas
- Predictive Maintenance ā Anomaly detection and remaining useful life modelling for rotating equipment and electric machines
- Physics-Informed Machine Learning ā Augmenting CFD/FEA simulation workflows with data-driven surrogate models
- Digital Twins ā Real-time AI integration for asset monitoring in nuclear, wind, and industrial environments
- Computer Vision ā Automated inspection and defect recognition in safety-critical manufacturing
- Time-Series Forecasting ā Load forecasting, energy management, and grid stability analytics
- NLP & Technical Intelligence ā Structured extraction from engineering standards, compliance documents, and maintenance records
š Industries We Serve
Nuclear Wind Energy Solar & Energy Storage Oil & Gas Marine Petrochemical Aerospace Advanced Manufacturing
š¤ Collaboration & Partnerships
We actively collaborate with academic institutions, UKRI/Innovate UK funded programmes, and EU Horizon projects. If you are working on AI for industrial systems, energy transition, or safety-critical engineering, we welcome research partnerships, dataset collaborations, and open-source contributions.
š§ info@rotextechnologies.com š rotextechnologies.com š LinkedIn