• Designed and developed the SiVi (Sidroco Visualization) tool which integrates the latest technologies in data engineering (Elastic, Logstash, Redis) and the HighCharts.js library. • Designed and developed the anomaly detection mechanism (k-means, PCA, Isolation Forest, SVM) on EV charging stations, integrated them into the system architecture using containers, and co-authored two (2) research papers for the CARAMEL project. • Developed ML algorithms for the SPEAR and CyberSANE… Show more • Designed and developed the SiVi (Sidroco Visualization) tool which integrates the latest technologies in data engineering (Elastic, Logstash, Redis) and the HighCharts.js library. • Designed and developed the anomaly detection mechanism (k-means, PCA, Isolation Forest, SVM) on EV charging stations, integrated them into the system architecture using containers, and co-authored two (2) research papers for the CARAMEL project. • Developed ML algorithms for the SPEAR and CyberSANE projects applying unsupervised (k-means, PCA) and supervised ML algorithms (Naïve Bayes, SVM, Decision Tree), recurrent neural networks, and rule-based algorithms.• Led the collection of business requirements and KPIs, and the definition of the use cases and technical requirements of the EVIDENT platform; a modular Django platform integrating SurveyJS and Unity apps. Show less

Working on a wireless sensor network, implementing experimental-innovative protocols on real motes. The projects I was working were focused on Application Layer.