projects

Research and technology-transfer projects, from European FET projects to industrial collaborations, in reverse chronological order.

RIAB

AI and computer vision for tele-rehabilitation (2025–2028). Client: Bilancio CO2 Zero S.r.l. Role: scientific coordinator.

Unicam 4 ACME

ML/DL models for environmental monitoring that react and adapt to change (2025–2027). Client: ACME Lab S.r.l.

Unicam 4 VICI

ML for Metrology. Machine learning and computer vision for optical metrology of precision mechanical parts (2024–2027). Client: Vici & C. S.p.A.

AI.EM

Artificial Intelligence Evolutive Machine. AI for energy-efficient, self-regulating machines in smart manufacturing (2022–2025). Clients: Nuova Simonelli Group S.p.A. and Sigma S.p.A.

UNICAM 4 INGKA

Inventory Process Mining. Process mining and machine learning for large-scale inventory management (2022–2024). Client: IKEA IT Aktiebolag.

Syeew

Intelligent recommendation system for micro enterprises. Recommender systems and process mining to foster the professional growth of young people (2022–2024). Client: Eidos S.r.l.

Chatbot

AI for conversational systems. Research and prototyping of NLP techniques for chatbots and automatic response systems (2022). Client: Filippetti S.p.A.

MIRACLE

Marche Innovation and Research Facilities for Connected and Sustainable Living Environments (2019–2022). POR Marche FESR 2014/2020.

SIMPLE

Smart Manufacturing Machine with Predictive Lifetime Electronic maintenance. Predictive maintenance platform for industrial machines (2019–2022). Clients: SIGMA S.p.A. and Schnell S.p.A.

T.R.E.E.

Tailored Rehabilitation for the Engagement and Empowerment of chronically disabled people. Integrated platform for personalised rehabilitation of chronic disabilities (2017–2020). POR FESR Marche 2014-2020.

Lignans

Nutrigenomic role of bioactive compounds extracted from legumes. Data analysis and clustering of laboratory data on lignan mixtures (2017–2019). Unicam Doctoral Candidates Research Grant.

Da.Re.

Data Science Pathways to Re-imagine Education. Erasmus+ project (2016–2019) that designed a European Master's curriculum in Data Science.

MATREND

Materials and Technologies for improving the use of Renewable Energy in smart city Districts. Materials and Technologies for Improving the Use of Renewable Energy in Smart City Districts (2014–2017). Unicam FAR funds.

TOPDRIM

Topology-Driven Methods for Complex Systems. FP7 FET project (2012–2015) on topological methods for the dynamics of multilevel complex systems.

VITALITY

PNRR innovation ecosystem for the diffused economy in Central Italy, with the University of Camerino as partner.