About
My background combines biomedical engineering research with earlier full-time experience in digital dental technology and manufacturing.
Profile
I completed an MSc in Biomedical Engineering at Università “G. d’Annunzio” with a final grade of 110/110 cum laude. During my MSc thesis and research internship at g.tec medical engineering, I worked on EEG acquisition and analysis for mental workload assessment in N-back tasks, covering signal preprocessing, spectral and ERP analysis, feature extraction, machine-learning classification and validation.
My medical-imaging work includes deep-learning-based vertebral landmark localization on DRRs and a Bachelor’s thesis on multimodal alignment between intraoral scans and CBCT-derived 3D models. Before university, I worked full time as a certified dental technician, using digital CAD/CAM workflows and manufacturing processes for patient-specific restorations.
Professional interests
I am interested in MedTech roles spanning R&D, biomedical data and imaging, product or application support, validation and technical project work.
Technical areas
Biomedical data and signal processing
Python and MATLAB workflows for preprocessing, feature extraction, statistical analysis, data quality control and validation.
Medical imaging and computer vision
DICOM, CBCT, DRR and STL workflows; anatomical segmentation, 3D reconstruction, registration and landmark detection.
Digital manufacturing
Exocad, 3Shape, patient-specific CAD/CAM design, milling and 3D-printing constraints, and production-oriented quality control.