Chief executive officer and Chairman at Sphera.

I design and supervise the development of the technological solutions the company offers, selecting the right tools, frameworks and methods and managing the development engineering team. The fields of application include: AI and ML, Microservices architecture and platforms, Big Data.My responsibilities and duties include: Company Management, Project management, Technological and Strategical decision making and Team building.

Supervisione, design e sviluppo di modelli e sistemi di Intelligenza Artificiale, Machine Learning in contesti di Computer Vision, Real-Time computing e Data science in ambito industriale.Le mie responsabilità includono: Project management, decisioni strategiche e tecnologiche, sviluppo e design delle soluzioni software e gestione dei team di sviluppo.

I collaborate with Prof. Paolo Frasconi and Dr. Valentijn Borghuis in the design, training, and evaluation of innovative generative models and algorithms to generate music genre interpolations and other forms of autonomous music production.Generative models are unsupervised learning techniques that allow one to sample data points from a distribution inferred from a training set. Prominent exampes that have received significant attention in recent years include generative adversarial networks and various kinds of autoencoders. The goal of this research project is the application of Wasserstein autoencoders to the generation of MIDI musical patterns starting from proprietary data made available by the contractor Borgflocken B.V.

Worked with Machine Learning and Signal Processing on a DARPA project called RFMLS (Radio Frequency Machine Learning System), in order to identify wireless devices based only on raw RF transmissions with thousands of devices. I designed the Neural Network Architecture used for the identification task and helped develop the signal processing system needed to extract the right features.

(Association for the protection of digital memories of individual citizens) Web Application development and digital archiving system.Management of digital inheritance.

IT, design and implementation of professional audio-video systems, marketing and sales, multimedia content production.