Selected Projects
Structural Design Automation
Automated structural workflows using Python, Dynamo, and APIs (ETABS, SAP2000, SAFE) to optimize engineering processes.
- Python
- Dynamo
- ETABS API
- Revit
AI-Based Urban Growth Monitoring
Semi-supervised deep learning model for detecting urban expansion using Sentinel-2 imagery and weak supervision strategies.
- Python
- PyTorch
- GeoAI
- Remote Sensing
SAR-Based Informal Settlement Detection
Machine learning approach using Sentinel-1 SAR data to detect informal settlements in high seismic risk areas.
- Sentinel-1
- SNAP
- GDAL
- Scikit-learn
Remote Sensing, GIS & Risk Analysis
Post-disaster damage identification, geospatial interpolation and seismic risk analysis.
- SNAP
- GDAL
- Scikit-learn
- OpenQuake
- OpenSees
Courses & Learning
Courses & Engineering Notebooks
Certified online courses and self-developed engineering notebooks integrating theory, programming, and real-world applications.
- Artificial Intelligence
- Structural Engineering
- Remote Sensing
- Optimization & Simulation
About Me
Civil Engineer and AI researcher with experience in structural design and BIM automation,visual inspection of buildings, remote sensing, and seismic risk modeling. I develop computational tools that integrate machine learning, geospatial data, and engineering workflows to improve infrastructure design and decision-making.
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Get in Touch
I am open to opportunities in GeoAI, structural engineering, digital innovation, and research. Feel free to reach out for collaborations or professional inquiries.
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