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Gabriele Proietti Mattia

Gabriele Proietti Mattia

Co-founder & CEO @ Synapsi.ai

Profile

With my startup I help companies bring Computer Vision and Artificial Intelligence straight onto IoT and Edge devices — from prototyping to production. A past as a researcher in Computer Engineering at Sapienza University of Rome, today working on real products.

Experience
CEO & Co-Founder 2024 — Present
Synapsi.ai · Rome, Italy

Co-founder at Synapsi, a deep tech startup developing a modular platform for building, orchestrating, and deploying Computer Vision solutions. We work with system integrators and enterprises to speed up computer vision solutions development and integration with existing infrastructures, enabling applications such as people counting, license plate recognition, real-time behavioral analysis, and many others.

PostDoc Researcher (RTD-A) 2023 — 2026
Sapienza University of Rome · Roma, Italia

RTD-A (Research Fellow - Type A) position at Department of Computer, Control and Management Engineering "Antonio Ruberti" under the MUR National Recovery and Resilience Plan funded by the European Union - NextGenerationEU.

Research Fellow 2022 — 2023
Sapienza University of Rome · Roma, Italia

Assegnista di Ricerca at Department of Computer, Control and Management Engineering "Antonio Ruberti". The main research area regards Scheduling and Load Balancing in Fog and Edge computing, specifically targeting but not limited to green power sources, Green Edge Computing.

Software Engineer 2021 — 2022
Department of Computer, Control and Management Engineering "Antonio Ruberti", Sapienza University of Rome · Rome, Italy

Contract for the further developing of the web platform A.R.I.A. that automates publication databases tasks between IRIS, Scopus and Web Of Science. The platform will be extended from the department to the whole University. Languages and frameworks used: Angular, Go, MongoDB.

Lecturer 2022 — 2022
Saip Formazione S.r.l. · Rome, Italy

Course on Virtual (VR) and Augmented Reality (AR) for Industry 4.0.

Research Scholarship 2019 — 2019
Department of Computer, Control and Management Engineering "Antonio Ruberti", Sapienza University of Rome · Rome, Italy

The research is aimed to analyze and evaluate of the department's scientific production, and had as a final result the implementation of A.R.I.A. (Academic Research Information Assistant) [available at aria.diag.uniroma1.it] a complete web platform that allows to automate periodic tasks that deal with publications databases. The platform that I developed uses: Angular, Go and MongoDB.

Scholarship @ Library 2017 — 2019
Department of Computer, Control and Management Engineering "Antonio Ruberti", Sapienza University of Rome · Rome, Italy

Scholarship at Department's library.

Teaching
Basi Di Dati (BD) A.Y. 2025/2026
Adjunct Professor (within the RTD-A) · BSc in Management Engineering
6 ECTS · ING-INF/05 · Sapienza University of Rome
Sistemi di Calcolo (SC) A.Y. 2024/2025
Adjunct Professor (within the RTD-A) · BSc in Computer Engineering and Automation
6 ECTS · ING-INF/05 · Sapienza University of Rome
Reti e Sistemi Operativi (RSO) A.Y. 2023/2024
Adjunct Professor (within the RTD-A) · BSc in Information Engineering (Latina)
6 ECTS · ING-INF/05 · Sapienza University of Rome
Complementi di Programmazione (CDP) A.Y. 2022/2023
Adjunct Professor · BSc in Computer Engineering and Automation
9 ECTS · ING-INF/05 · Sapienza University of Rome
Sistemi di Calcolo 2 (SC2) A.Y. 2021/2022
Teaching Assistant · BSc in Computer Engineering and Automation
6 ECTS · ING-INF/05 · Sapienza University of Rome
Adjunct Professor · MSc in Engineering in Computer Science
6 ECTS · ING-INF/05 · Sapienza University of Rome
Sistemi di Calcolo 2 (SC2) A.Y. 2020/2021
Teaching Assistant · BSc in Computer Engineering and Automation
6 ECTS · ING-INF/05 · Sapienza University of Rome
Education
PhD in Engineering in Computer Science 2019 — 2023
Sapienza University of Rome · Excellent

Thesis: Cooperative Scheduling and Load Balancing techniques in Fog and Edge Computing

Master of Science in Engineering in Computer Science 2017 — 2019
Sapienza University of Rome · cum laude and honors programme

Thesis: P2PFaaS: a Framework for FaaS Load Balancing

Bachelor of Science in Engineering in Computer Science 2014 — 2017
Sapienza University of Rome · cum laude

Thesis: Servizio di messaggistica da terminale con interfaccia utente reattiva

Awards & qualifications
3rd Place in CTF challenge2017
Cyberchallenge.it
Professional qualification as Information Engineer2020
Sapienza Università di Roma
Publications

Peer-reviewed articles on Fog/Edge/Cloud computing and distributed systems — the filterable version, with conference slides, is on the research page.

2025
Dynamic and Forecast-Based Containers Autoscaling for Kubernetes with Reinforcement Learning
A. Lipari, G. Proietti Mattia, R. Beraldi
2025 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)
2024
A Double-Decision Reinforcement Learning Based Algorithm for Online Scheduling in Edge and Fog Computing
A. F. M. Tayel, G. Proietti Mattia, R. Beraldi
Algorithmic Aspects of Cloud Computing
Online Decentralized Scheduling in Fog Computing for Smart Cities Based On Reinforcement Learning
G. Proietti Mattia, R. Beraldi
IEEE Transactions on Cognitive Communications and Networking
OptDNN: Automatic deep neural networks optimizer for edge computing
L. Giovannesi, G. {Proietti Mattia}, R. Beraldi
Software Impacts
Real-time and Energy-aware Scheduling for Edge-to-Cloud Continuum based on Reinforcement Learning
A. Panceri, G. {Proietti Mattia}, R. Beraldi
2024 28th International Symposium on Distributed Simulation and Real Time Applications (DS-RT)
Targeted and Automatic Deep Neural Networks Optimization for Edge Computing
L. Giovannesi, G. Proietti Mattia, R. Beraldi
Advanced Information Networking and Applications
2023
A Load Balancing Algorithm For Long-Life Green Edge Systems
G. Proietti Mattia, R. Beraldi
2023 IEEE International Conference on Cloud Computing Technology and Science (CloudCom)
A Load Balancing Algorithm for Equalising Latency across Fog or Edge Computing Nodes
G. Proietti Mattia, A. Pietrabissa, R. Beraldi
IEEE Transactions on Services Computing
A Study on Energy Efficiency in Edge-assisted VR Applications with Meta Quest 2 for Disaster Management
L. Romagnoli, G. Proietti Mattia, R. Beraldi
2023 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)
2022
A latency-levelling load balancing algorithm for Fog and Edge Computing
G. {Proietti Mattia}, M. Magnani, R. Beraldi
25th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM'22)
Local and remote fog based trade-offs for QOE in VR applications by using CloudXR and Oculus air link
G. Maiorano, G. {Proietti Mattia}, R. Beraldi
International Conference on Edge Computing and Applications (ICECAA 2022)
On off-grid green solar panel supplied edge computing
R. Beraldi, G. {Proietti Mattia}
2022 IEEE 19th International Conference on Mobile Ad Hoc and Smart Systems (MASS) (IEEE MASS 2022)
On real-time scheduling in Fog computing: A Reinforcement Learning algorithm with application to smart cities
G. {Proietti Mattia}, R. Beraldi
2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)
On the impact of stale information on distributed online load balancing protocols for edge computing
R. Beraldi, C. Canali, R. Lancellotti, G. {Proietti Mattia}
Computer Networks
2021
A study on real-time image processing applications with edge computing support for mobile devices
G. {Proietti Mattia}, R. Beraldi
2021 IEEE/ACM 25th International Symposium on Distributed Simulation and Real Time Applications (DS-RT)
Leveraging Reinforcement Learning for online scheduling of real-time tasks in the Edge/Fog-to-Cloud computing continuum
G. {Proietti Mattia}, R. Beraldi
2021 IEEE 20th International Symposium on Network Computing and Applications (NCA)
Smartphone-based colorimetric sensor application for measuring biochemical material concentration
T. Alawsi, G. {Proietti Mattia}, Z. Al-Bawi, R. Beraldi
Sensing and Bio-Sensing Research
Towards Testbed as-a-Service: design and implementation of an unattended SoC cluster
G. {Proietti Mattia}, R. Beraldi
2021 International Conference on Computer Communications and Networks (ICCCN)
2020
A Random Walk based Load Balancing Algorithm for Fog Computing
R. {Beraldi}, C. {Canali}, R. {Lancellotti}, G. {Proietti Mattia}
2020 Fifth International Conference on Fog and Mobile Edge Computing (FMEC)
Distributed load balancing for heterogeneous fog computing infrastructures in smart cities
R. Beraldi, C. Canali, R. Lancellotti, G. {Proietti Mattia}
Pervasive and Mobile Computing
Power of random choices made efficient for fog computing
R. {Beraldi}, G. {Proietti Mattia}
IEEE Transactions on Cloud Computing
Randomized load balancing under loosely correlated state information in fog computing
R. Beraldi, C. Canali, R. Lancellotti, G. {Proietti Mattia}
23rd ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM'20)
2019
A randomized low latency resource sharing algorithm for Fog Computing
R. Beraldi, G. {Proietti Mattia}
2019 IEEE/ACM 23rd International Symposium on Distributed Simulation and Real Time Applications (DS-RT) (DS-RT'19)
Skills
Web Development
HTML CSS Sass Javascript PHP Webpack
Programming Languages
Python Kotlin Java Go
Low Level Programming
C C++ Assembly x86
Development Tools
git CLion PyCharm GoLand VSCode GitLab CE/EE
Functional Languages
Scala
Cloud Platforms
Microsoft Azure
Windows Developing
C# .NET
Containerization
Docker Docker Compose Docker Swarm Kubernetes
Database Management Systems
SQL Postgres SQLite MongoDB
Malware Analysis
IDA Pro xdbg Symbolic Execution Assembly
Web Front-end Frameworks
Angular Vue React React Native
Android Developing
Android Studio Kotlin Gradle
Android AOSP Developing
Google Repo AOSP Tree Management Kernel Developing
Documents and Presentations
LaTeX Apple Keynote Google Docs Powerpoint
Graphic
Sketch Adobe Illustrator Adobe Photoshop
Conferences & schools
Romhack · Rome, Italy
WebSummit · Lisbon, Portugal
CNR, Rome · Rome, Italy
Romhack · Rome, Italy
WebSummit · Lisbon, Portugal
Projects
ArrangeJuiceAndroid and NodeJS Development

ArrangeJuice is a project realized during the Master Degree course, the final project of the Mobile Applications and Cloud Computing course. The idea is to provide to the user and intuitive way for organize group of people. The project was entirely developed by me, I built the Android application and the NodeJS backend.

Fibers (Kernel Module)Kernel Development

The kernel module "Fibers" a project realized during the Master Degree course, the final project of the Advanced Operating System and Virtualization course. The project is a Linux kernel module that implements the Windows well-known fibers paradigm.

VisualEngineWeb Development

VisualEngine is a project realized during the Master Degree course, the final project of the Visual Analytics + Web Information Retrieval courses. The base idea was to create a Web search engine that was augmented with visualization of the results. I mainly worked on the AngularJS frontend, the idea and the design of the project.

I started to port Cyanogenmod and AOSP to Huawei Ascend Mate 7 device. Cyanogenmod resulted incompatible with Huawei framework but AOSP it's working correctly. I opened repo pool and a thread on XDA.

MaterialfieldsAndroid Library

Materialfields is an android library for easily creating fancy forms in material design style.

"iTunesLyricsGrabber" is a Windows application that allows to add lyrics to iTunes tracks automatically. I wrote the application in C# by using WindowsForm and the iTunes COM object. The application reached thousands of downloads on sourceforge.net