Curriculum Vitae
Last updated: September, 2024
Work experiences
Junior Developer
Officinae Bio / Venice, Italy
April 2024 - Present
Junior developer on innovative biotech projects, in charge of both data science and web developing tasks.
Research fellow (Statistician)
University of Bologna - DIMEC / Bologna, Italy
September 2021 - March 2024
Statistician for the EU-funded research project ORCHESTRA, designed to establish an international large-scale cohort to use as ground of research to improve the prevention and treatment of COVID-19.
[Area of competence: WP5, healthcare workers cohort.]
Education
MSc Statistical Sciences (curriculum: Data Science)
University of Bologna / Bologna, Italy
September 2018 - March 2021
Graduated with 110 / 110 cum laude
Dissertation in Natural Language Processing: “Variational Sequence Labeling for Part-of-Speech tagging: a BERT-based approach”
Increased experience with deep learning models (VAEs, DNNs), language models (BERT) and Python coding.
Erasmus+ Study semester
Københavns Universitet / Copenhagen, Denmark
January 2020 - July 2020
Gained experience with ML and programming, improved (weekly) deadlines management.
BSc Economics and Management
University of Trento / Trento, Italy
September 2015 - July 2018
Graduated with 110 / 110 cum laude
Dissertation (language: IT) in Inference and Probability: “Pilot statistical study on the perception of the immigration phenomenon in the municipality of Trento”
Computer skills
| Programming | Else |
|---|---|
| Data analysis and statistical modeling with Python, STATA. | Git / GitHub |
| Data wrangling and visualization in R, Python (Tidyverse, Pandas, Seaborn). | Reporting with Deepnote, Quarto. |
| Back-end (Python-Django, PostgreSQL) and front-end (HTML, CSS-Bootstrap, basics of React and JS) web development. | Collaborative work with Google Workspace, Slack, Trello. |
| Basics of web native data visualizations with D3 and Observable. | OS: MacOS, Windows, Linux (basics). |
Languages
Italian (mother tongue) - English (C1, fluent)
Courses and certifications
Data Visualization and Information Design: Create a Visual Model (a course by Federica Fragapane) [Domestika, September 2024]
Neo4j Certified Professional [Neo4j, September 2024]
Introduction to data engineering [IBM (Coursera), January 2024]
Foundations of User Experience (UX) Design [Google, September 2023]
Publications
Spiteri, Gianluca et al. (2024). Protective role of SARS-CoV-2 anti-S IgG against breakthrough infections among European healthcare workers during pre and post-Omicron surge-ORCHESTRA project. Infection, 52, 4.
Leomanni, Ludovica et al. (2023). Determinants of Anti-S Immune Response at 12 Months after SARS-CoV-2 Vaccination in a Multicentric European Cohort of Healthcare Workers-ORCHESTRA Project. Vaccines, 11, 10, 1527.
Violán, Concepción et al. (2023). Multimorbidity and Serological Response to SARS-CoV-2 Nine Months after 1st Vaccine Dose: European Cohort of Healthcare Workers-Orchestra Project. Vaccines, 11, 8, 1340.
Mansour, Ihab et al. (2023). Factors Associated with SARS-CoV-2 Infection before Vaccination among European Health Care Workers. La Medicina del lavoro, 114, 3.
Sansone, Emanuele et al. (2023). The Effect of the Immunization Schedule and Antibody Levels (Anti-S) on the Risk of SARS-CoV-2 Infection in a Large Cohort of Healthcare Workers in Northern Italy. Vaccines, 11, 4, 746.
Collatuzzo, Giulia et al. (2023). Temporal trends of COVID-19 antibodies in vaccinated healthcare workers undergoing repeated serological sampling: An individual-level analysis within 13 months in the ORCHESTRA cohort. Frontiers in immunology, 13, 1079884.
Collatuzzo, Giulia et al. (2022). Determinants of Anti-S Immune Response at 9 Months after COVID-19 Vaccination in a Multicentric European Cohort of Healthcare Workers-ORCHESTRA Project. Viruses, 14, 12 2657.
Collatuzzo, Giulia et al. (2022). Effectiveness of prevention of SARS-CoV-2 transmission among unvaccinated Italian healthcare workers. La Medicina Del Lavoro, 113, 6.
Collatuzzo, Giulia et al. (2022). Determinants of anti-S immune response at 6 months after COVID-19 vaccination in a multicentric European cohort of healthcare workers - ORCHESTRA project. Frontiers in immunology, 13, 986085.
Porru, Stefano et al. (2022). SARS-CoV-2 Breakthrough Infections: Incidence and Risk Factors in a Large European Multicentric Cohort of Health Workers. Vaccines, 10(8), 1193.