EEG-based mental workload assessment
Development and validation of EEG analysis pipelines for mental workload assessment in N-back experiments using a compact 8-channel acquisition setup.
Project details →Projects
Selected academic, research and independent engineering projects.
Deep learning for vertebral landmark detection
Automatic localization of thoracic vertebral landmarks on digitally reconstructed radiographs generated from CT, comparing YOLO-Pose and HRNet-W18.
Project details →
Intraoral scan and CBCT model alignment
Quantitative workflow for segmentation, 3D reconstruction and multimodal alignment between intraoral scans and CBCT-derived anatomical models.
Project details →Additional projects
2025
Computational modelling of a self-expanding shape-memory alloy stent
Thermo-mechanical COMSOL model of a Nitinol vascular stent, including crimping, thermally driven deployment, stress distribution and radial pressure.
2026
MAGI — Multi-LLM Evaluation & Reliability Framework
Independent Python project for reproducible multi-provider LLM evaluation, objective scoring, failure recovery and reliability reporting.