My Work
ML, Robotics & Research
Computer vision, Physics-Informed Neural Networks, Bayesian deep learning, and surrogate modeling for civil infrastructure.
Robotics and Edge AI
Autonomous Construction Site Inspection Robot
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Recycled Rebar Cyclic-Plasticity Calibration
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EfficientNet-based Concrete Crack Segmentation Model
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Experimental Testing · Machine Learning
Bond Stress-Slip Behaviour of GFRP-Reinforced Concrete
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Synthetic Concrete Crack Generation with VAEs
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Fatigue Life of Locally Manufactured Rebars
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Uncertainty-Aware Surrogate Modeling
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PINN for Beam Deflection
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Probabilistic Damage Classification with MC Dropout
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Concrete Site Safety Detector
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Concrete Strength Prediction
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Earthquake Response Spectrum Estimator
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Traffic Car Counter
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Robotics and Edge AI
Autonomous Construction Site Inspection Robot
View Project
Recycled Rebar Cyclic-Plasticity Calibration
View Project
EfficientNet-based Concrete Crack Segmentation Model
View Project
Experimental Testing · Machine Learning
Bond Stress-Slip Behaviour of GFRP-Reinforced Concrete
View Project
Synthetic Concrete Crack Generation with VAEs
View Project
Fatigue Life of Locally Manufactured Rebars
View Project
Uncertainty-Aware Surrogate Modeling
View Project
PINN for Beam Deflection
View Project
Probabilistic Damage Classification with MC Dropout
View Project
Concrete Site Safety Detector
View Project
Concrete Strength Prediction
View Project
Earthquake Response Spectrum Estimator
View Project
Traffic Car Counter
View Project