About
Data Scientist based in Metaverse. Curious, Creative and Open Minded. A passionate data-driven mindset, enjoying to build tools that leverage data in decision-making.
Skills
Fields
Machine Learning
Data Management
Big Data
Blockchain
Languages
Python
SQL
Flutter
Java
C#
C
Platforms
MySQL
MSFT SQL Server
Postgres SQL
Spark
Kafka
Flink
Qlikview
Soft
Vagrant
Docker
Git
Resume
Education
PH.D. IN DIGITAL HEALTH
2019 - 2022
University of Urbino, Urbino, Italy
Started in November 2019, the PhD is in joint collaboration between University of Urbino, Politecnica delle Marche, and the startup DIGIT srl. The PhD is focused on enabling Artificial Intelligence in the Healthcare sector by means of decentralisation through Distributed Ledger Technology.
Please, take a look at Research Publications section.
Keywords: Data Science - Digital Health - Blockchain
DOUBLE MASTER OF SCIENCE IN DATA SCIENCE
2017 - 2019
Data Science, Innovation and Entrepreneurship, EIT Digital, Stockholm, Sweden
Computer Science and Engineering, Politecnico di Milano, Milan, Italy
Informatics Engineering, Universidad Politécnica de Madrid, Madrid, Spain
Graduate of the EIT Digital Academy. The ICT Innovation Double-Degree programme combines a major in Data Science with a minor in Innovation & Entrepreneurship. It resulted in a double M.Sc. in Engineering and a Diploma in Data Science from all the institutions above.
Keywords: Data Science - Business Management and Strategy - Engineering
Professional Experience
Software Engineer
2022 - Ongoing
Clearstar Labs AG, Pfäffikon SZ, Switzerland
Clearstar Labs AG is a software startup developing portfolio management software for Decentralized Finance (DeFi). The platform enables users to track various market metrics, access different DeFi venues, track active DeFi positions and related risks, and calculate performance metrics for individual positions and across entire portfolios. Clearstar Labs does not manage third-party capital.
Keywords: Distributed Ledger Technology - Decentralized Finance - Analytics
FULL STACK ENGINEER AND MOBILE DEVELOPER
2021 - 2022
DIGIT srl, Urbino, Italy
Lead in the design, development, and implementation of Balance - Postural Stability. Balance - Postural Stability © is a smartphone application developed by the researchers of the University of Urbino to measure your postural stability. The application is part of a large experiment that aims to monitor human stability.
The project is led by Prof. Emanuele Lattanzi whose research work can be found: "Standing Balance Assessment by Measurement of Body Center of Gravity Using Smartphones", E. Lattanzi et al.
Keywords: Digital Health - Blockchain - Artificial Intelligence
Research Publications
A Review on Blockchain for the Internet of Medical Things
G. Bigini, V. Freschi and E. Lattanzi, Future Internet, November 2020
Decentralising the Internet of Medical Things with Distributed Ledger Technologies and Off-Chain Storages: a Proof of Concept
G. Bigini, V. Freschi, A. Bogliolo and E. Lattanzi, International Conference on Smart Objects and Technologies for Social Good, September 2021
Decentralized Health Data Distribution: A DLT-based Architecture for Data Protection
G. Bigini, E. Lattanzi, M. Zichichi, S. Ferretti and G. D'Angelo, IEEE Blockchain 2022, August 2022
Toward the InterPlanetary Health Layer for the Internet of Medical Things With Distributed Ledgers and Storages
G. Bigini and E. Lattanzi, IEEE Access, August 2022
On the Decentralization of Health Systems for Data Availability: a DLT-based Architecture
G. Bigini, E. Lattanzi, M. Zichichi, S. Ferretti and G. D'Angelo, IEEE CCNC 2023, January 2023
Decentralizing the Internet of Medical Things: The InterPlanetary Health Layer
G. Bigini, S. Fioretti and E. Lattanzi, PhD Thesis, January 2023
Contact
Feel free to reach me out on social networks or through the form below.
Location:
Department of Pure and Applied Sciences, University of Urbino, Piazza della Repubblica 13, 61029 Urbino, Italy
Email:
g.bigini@campus.uniurb.it
Location:
Clearstar Labs AG HQ, Churerstrasse 23, 8808 Pfäffikon SZ, Schwyz, Switzerland
Email:
gioele@clearstar.xyz