Projects
A selection of research projects, prototypes, and ongoing investigations that showcase my interests and expertise in infrastructure asset management, data science, and AI applications in engineering.
Active
Research Project
UCL
Whole-System Approach to Railway Asset Management
A research project focused on developing a holistic framework for managing railway assets, integrating data-driven risk assessment, maintenance optimization, and resilience strategies to enhance the safety and reliability of railway infrastructure.
Completed
Research Project
University of Tokyo
Knowledge-Driven Anomaly Detection and Diagnosis in Manufacturing Systems
A research project that developed a knowledge-driven anomaly detection and diagnosis system for manufacturing systems, leveraging machine learning techniques and domain knowledge to identify and infer the causes of faults across manufacturing lines.