Domain Expertise for Vessel Structural Integrity
Our combined expertise spans the full product stack — from confined-space route optimization and physically grounded multi-modal fusion to class structural engineering and IACS survey procedures.

Enno Nagel, PhD
Managed research projects on drone guidance. Lectured on machine learning, statistics, and neural networks. Brings optimal route planning under endurance constraints, corrosion degradation models, fleet-wide Bayesian inference, and statistical prediction of time-to-class-limit — the mathematical core of a unified assessment framework built from long-term visual and thickness data.

Sukhbir Singh MSc
TUM Aerospace, IIT Delhi Mechanical, and former ISRO scientist. Brings CAD integration, structural significance mapping, and robotics experience now applied to ballast tank and cargo hold geometry, class drawings, and confined-space robot navigation. Builds the layer that connects robotic data to IACS structural zones and survey task cards.
Shane O'Sullivan PhD
Managed international research groups in the field of Explainable Artificial Intelligance (xAI) and Robotics. Contributes to technology management and product strategy.

Ali Haider BEng
BEng in Computer Software Engineering. Brings end-to-end AI product delivery across NLP, conversational AI, LLM fine-tuning, reporting systems, and workflow automation - the engineering needed to turn complex inspection evidence into usable tools, structured reports, and operational decision support. Contributes to codifying the inspection expertise, CAD modelling, 3D design, and engineering development.