Soluble mandrel technology to produce parts in composite material for Formula 1 -- A Reconfigurable 2D-Convolution Accelerator for DNNs Quantized with Mixed-Precision -- AI-based Sound Event Detection on IoT nodes: Requirements Evaluation -- Diagnostic analytics for pixelated particle detectors: A case study -- Developing a Toolchain for Synthetic Driving Scenario Datasets -- Affordance segmentation using RGB-D sensors for application in portable embedded systems -- Design and Implementation on FPGA of a HW Accelerator for Post-Quantum RLWE Polynomial Operations -- Ticketing Systems for Smart Public Transportation: Tools at the User Side -- Debris Detection and Tracking through On-board LiDAR -- A Novel Front-End Circuit for the Digital Conversion of QCM-D Responses for FPGA-based Frequency Measurements.