Professional experience
Ml/ai research scientist
Octilium-Eclexys , Lugano
From January 2022 to Today
(1) Cybersecurity:
(a) Deployment of a novel ML-based Malware detection algorithm using text embeddings and dimensionality reduction techniques, (b) Behaviour analysis and anomaly detection through log analysis, (c) Honeypot analysis
(2) Biomedical: Involved in Horizon2020 financed project for elaboration of ML-early warning assistance to elderly people: (a) dementia profile estimation using sleep, movement and weight tracking data, (b) monitoring diverse parameters for anomaly detection, (c) Pattern analysis