Resume
Education
2008-2012
University of VeronaBSc in Multimedia Information Technology
Thesis in Signal processing: ”Autochecker: a speech recognition tool for research validation”.
2012-2014
University of VeronaMSc in Computer Science and Engineering
Curriculum on Visual Computing and Pattern Recognition.
Thesis: ”Image aesthetics for people recognition applications”. Graduated with honors
2021-2024
University of VeronaPh.D. in Distributed intelligent systems
Thesis: ” Advancing Federated Learning in Biomedical Applications:Tools, Best Practices, and Implementations”
Experience
05/25 - Now
Own Business + AI WonderAI Freelancer
I am currently running two parallel businesses:
"Walterbot.ai": Training, Consulting and Education on AI and public events. Already have customers and currently hiring.
Admin-member of AI Wonder: innovative Start-up building RAG applications fully private hosted on-prem!
06/20 - 05/25
Intel Corp.AI - Technical Lead EMEA
Supports and coordinates activities for critical customers engagements for POCs, development and deployment of AI applications;
Deliver External and internal talks and training sessions at events;
03/17 - 06/20
Intel Corp.AI - Technical Specialist EMEA
My mission is to inform, support and drive the technical side of customer engagements across EMEA, with POCs on Data Analytics and AI.
Daily activities include (but are not limited to):
• Brainstorming with Data Scientists for development and deployment;
• Developing, testing and sharing Best-Known-Methods (BKMs) to simplify the adoption of Intel HW+SW AI tools;
• Delivering training and technical workshops on AI to customers and internal stakeholders.
Tools: Python, DL, ML, Tensorflow, MKL, mpi, HPC UGE/Slurm, Linux
08/2016 - 02/2017
Cereproc Ltd.Software Developer
Main activities:
- Support the Italian version of the voice cloning system
- Improve the Italian Text-To-Speech engine
- Front/Back end software development
Tools: Python, Linux, JavaScript, HTML, SW versioning
08/2015 - 02/2016
BizVento + Glasgow UNIData Scientist
Analysis of the interaction between BizVento App and its users: KEBOP project.
The overall goal of this project is to leverage multiple data sources to:
1) build prediction functions for users profiling
2) Improve the usability of the app
Tools: Python, Statistical models and hypothesis testing, Clustering, Unsupervised learning
03/2014 - 05/2015
Kiratech srl. + University of VeronaData Scientist
Design of novel data mining techniques (ML+DL) to automate the production of training datasets, for deployment on robotic platforms.
Tools: Matlab, SVMs, DNNs (Caffe), cross validations
04/2013 - 03-2014
Dep. of Biotechnology, University of VeronaData Analyst
Structural analysis of the bachelor degree in Biotechnology to find strengths and areas of improvements.
Tools: Online surveys, Python, Week reports
Publications
April 2025
Environmental Modelling & SoftwareA new conditional generative adversarial neural network approach for statistical downscaling of the ERA5 reanalysis over the Italian Peninsula
Jan 2025
IEEE Access pp. 86588 – 86598FLavourite: Horizontal and Vertical Federated Learning Setting Comparison
November 2023
Patterns 4(11): 100856 (2023)MERGE: A model for multi-input biomedical federated learning
August 2023
Euro-Par 2023: 383-396Model-Agnostic Federated Learning
March 2023
IEEE Access 11: 96865-96878 (2023)FeLebrities: A User-Centric Assessment of Federated Learning Frameworks
October 2022
Physics in Medicine & BiologyOpenFL: the open federated learning library
July 2019
Intelligent Systems Reference Library book series (ISRL, volume 159)What Do Prospective Students Want? An Observational Study of Preferences About Subject of Study in Higher Education
May 2019
IEEE High Performance Extreme Computing ConferenceDeploying AI Frameworks on Secure HPC Systems with Containers
August 2015
ICIAP: Image Analysis and ProcessingCrowdsearching Training Sets for Image Classification
March 2015
ECCV: European Conference on Computer VisionSemantic- analysis object recognition: Automatic training set generation using textual tags
November 2014
ICMI: International Conference on Multimodal InteractionStatistical analysis of personality and identity in chats using a keylogging platform
Awards
Volunteer of the year - 2021
Elected Volunteer of the year by Junior Achievements Europe for the mentorship given to a team of students from a secondary school in Italy. Watch the Video Interview here.
Fearless attitude - 2019
Intel Division Recognition Award
Result Oriented - 2019
Intel Division Recognition Award
Business Ideas - 2015
4th placement at "Start-cup Veneto" with a business Idea called "Emocounter": a portable tool for monitoring the white blood cells.
Student Career Award - 2014
Awarded with: http://leat.unice.fr/MEDDAYS2014/#page=home
Student Representative Role Model - 2014
Written Encomium from the heads of the "Area of Science and Engineering" at University of Verona, for the Student Representative contribution