Research interests & expertise
Interdisciplinary research integrating Artificial Intelligence, Machine Learning, Finite Element Method, and modern transportation engineering — with emphasis on smart railway, metro, and urban infrastructure systems.
AI in Civil & Transportation Engineering
Applying machine learning, deep learning, and ANN models to design, monitor, and optimize transportation infrastructure.
Smart Railway & Metro Systems
Research and development of intelligent rail and metro systems — operations, signalling, and passenger experience.
Urban Mobility & Smart Transportation
Multimodal mobility, congestion management, and sustainable transportation strategies for modern cities.
Digital Twin & Intelligent Infrastructure
Real-time virtual replicas of physical assets to enable predictive control of bridges, tunnels, and rail networks.
Geotechnical Engineering & FEM
Finite Element Analysis of deep excavations, pile foundations, barrette walls, and soft-soil behavior in tunneling.
Machine Learning for Infrastructure Monitoring
Structural health monitoring with PSD signals, hybrid FEA + ML pipelines, and damage identification on bridges.
Predictive Maintenance Systems
Data-driven anomaly detection and lifecycle modeling for railway, metro, and highway infrastructure assets.
Smart Cities & Sustainable Transportation
Public–Private Partnership models, BIM adoption, and policy frameworks for sustainable transport infrastructure.
Transportation Data Analytics
Statistical and AI-based analytics on operational, sensor, and project data to inform investment decisions.
Technical expertise
- Artificial Intelligence (AI)
- Machine Learning (ML)
- Deep Learning
- Artificial Neural Networks (ANN)
- Finite Element Method (FEM)
- Transportation Systems Engineering
- Railway and Metro Infrastructure
- Smart Mobility Systems
- Infrastructure Analytics
- Data Analysis and Modeling
- Research Project Development
- International Research Collaboration
International collaboration
Actively seeking international collaboration opportunities in:
- Joint ISI/Scopus publications
- Smart transportation and metro research
- AI-driven infrastructure systems
- Railway and urban mobility innovation
- International research grants
- Visiting researcher and academic exchange programs
- Industry-academia collaboration
Looking for a research partner on smart railway, AI, or geotechnical engineering?
Welcoming inquiries on joint ISI/Scopus publications, visiting researcher exchanges, AI-driven infrastructure studies, and industry-academia partnerships.