Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 40th cycle (2024-2027)
Department of Control and Computer Engineering (DAUIN)
Adjunct lecturer/Adjunct instructor
Department of Control and Computer Engineering (DAUIN)
Profile
PhD
Research topic
High-End AI-Enhanced Computing System for Space Application
Tutors
Keywords
Biography
I conducted a research project at the ASAC laboratory, focusing on the development of an AI system for real-time gesture recognition. The system was designed to detect the “Signal for Help” gesture integrating a low-computational-impact AI solution into surveillance cameras. This work, which culminated in the publication of a scientific paper, allowed me to deepen my expertise in machine learning algorithms, feature extraction, and real-time data processing.
Currently, I am pursuing a PhD at the ASAC group of Politecnico di Torino under the guidance of Professors Luca Sterpone and Sara Azimi. My research, titled “High-End AI-Enhanced Computing System for Space Application,” focuses on advanced machine learning techniques and neural network optimization to address the unique challenges of space applications. Motivated by my passion for space, I have participated in and won challenges organized by Politecnico di Torino in collaboration with NASA and other space agencies. These experiences have solidified my commitment to the field and provided valuable skills and insights.
Through this doctoral journey, I aim to contribute to cutting-edge AI solutions that revolutionize space technologies, leveraging my academic background, research experience, and passion for innovation.
Teaching
Teachings
Master of Science
- Programmazione di sistema. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Programmazione di sistema. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Bachelor of Science
- Sistemi operativi. A.A. 2026/27, INGEGNERIA INFORMATICA. Collaboratore del corso
- Sistemi operativi. A.A. 2025/26, INGEGNERIA INFORMATICA. Collaboratore del corso
Research
Research Areas/Fields/Groups
Publications
Latest publications View all publications in Porto@Iris
- Buccellato, Federico; Azimi, Sarah; De Sio, Corrado; Sterpone, Luca (In stampa)
Reinforcing Local Safety Ecosystems: Integrating the “Signal for Help” Detection in Urban and Inner Territories. In: International Conference on Computational Science and Its Applications, Braga, Portugal, June 30-July 3, 2026
Contributo in Atti di Convegno (Proceeding) - Buccellato, Federico; Nicolini, Davide; De Sio, Corrado; Azimi, Sarah; Sterpone, Luca (In stampa)
System-Level Satellite Telemetry Anomaly Detection Through Semi-Supervised Multimodal Approach. In: 46th COSPAR Scientific Assembly, Florence, Italy, August 1th-9th, 2026
Contributo in Atti di Convegno (Proceeding) - Buccellato, Federico; De Sio, Corrado; Azimi, Sarah; Sterpone, Luca (In stampa)
Hardware-Aware Runtime Detection of Soft-Error Anomalies in DPU-Accelerated Neural Networks. In: 32nd IEEE International Symposium on On-Line Testing and Robust System Design, Polignano a Mare, Italy, 1-3 July 2026
Contributo in Atti di Convegno (Proceeding) - Buccellato, Federico; Vacca, Eleonora; De Sio, Corrado; Azimi, Sarah; Sterpone, Luca (In stampa)
Mission-Aware Reliability Assessment of SEU Impact on FPGA DPU Accelerators. In: IEEE Radiation and Its Effects on Components and Systems 2026, Prague, Czech Republic, 28 September - 2 October 2026
Contributo in Atti di Convegno (Proceeding) - Buccellato, Federico; Mannini, Luca; De Sio, Corrado (2026)
A Compiler-Aware Framework for Partitioned Neural Network Inference on FPGA DPUs. In: WORKS IN PROGRESS IN EMBEDDED COMPUTING JOURNAL, vol. 12, pp. 1-8. ISSN 2980-7298
Contributo su Rivista