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Short public summary for academic and professional visitors.
Research focus
Civil engineer and researcher specializing in computational structural mechanics, data-driven modeling, structural health monitoring, and reproducible scientific computing. Current work focuses on seismic isolation systems, bridge inspection, deep learning, and engineering tools built with Python.
Selected projects and research roles.
Research Assistant, UTEC / RESUSCON Group. AI-based monitoring of seismic isolation systems using ambient vibration and seismic records.
Focus areas: OpenSeesPy workflows, nonlinear structural modeling, parameter identification, model calibration, uncertainty-aware analysis, and machine learning for damage assessment.
Research contributor. UAV-based damage detection and scalable inspection workflows for reinforced concrete bridges.
Focus areas: UAV flight path automation, 3D reconstruction from drone data, image-based damage segmentation, and bridge inspection methodology.
Finite element modeling and data-driven workflows for concrete material characterization, residual capacity, and failure mechanisms.
Academic background and courses.
Tools and methods used in research, teaching, and engineering workflows.
Where to explore more work.