Teacher Assistant - data analytics bootcampTeacher Assistant - data analytics bootcamp
Ironhack · FreelanceIronhack · Freelance
Oct 2022 - Present · 2 mosOct 2022 - Present ·
- Teaching topics: Python, SQL, Tableau, data cleaning, data visualization, modeling, web scraping, unsupervised and supervised ML
- Supervision of ML projects and exercises- Teaching topics: Python, SQL, Tableau, data cleaning, data visualization, modeling, web scraping, unsupervised and supervised ML
- Supervision of ML projects and exercises
Data Scientist, software developer
VectorLab · FreelanceVectorLab · Freelance
Sep 2022 - Present · 3 mosSep 2022 - Present
- Association of medical diagnosis to medical classifications codes through NLP techniques and embedding methods
- Creation and navigation of data structures through object-oriented programming
- Creation of an API for future usage- Association of medical diagnosis to medical classifications codes through NLP techniques and embedding methods - Creation and navigation of data structures through object-oriented programming - Creation of an API for future usage
Postdoc position in Economics, econometrics
Universita' degli studi di Milano
Sep 2020 - present
- Project title: "Exploring the Productivity gap between the US and the EU": understanding the reasons for the difference in productivity between the EU and the US
- Analysis of the effect of the 2008 economic crisis on the international trade network through longitudinal regression modeling and network analysis
- Construction of a complex database containing multinational firms in Europe and their relative connections through network analysis
- Methods: statistical econometric modeling, longitudinal analysis, hypothesis testing, causal inference, network analysis, ML (regression, lasso, decision trees)
- Project title: "Exploring the Productivity gap between the US and the EU": understanding the reasons for the difference in productivity between the EU and the US - Analysis of the effect of the 2008 economic crisis on the international trade network through longitudinal regression modeling and network analysis - Construction of a complex database containing multinational firms in Europe and their relative connections through network analysis - Methods: statistical econometric modeling, longitudinal analysis, hypothesis testing, causal inference, network analysis, ML (regression, lasso, decision trees)
Data analyst
Oct 2020 - Apr 2021
- Descriptive analysis of the ITS (tertiary education institutes) in Lombardia.
- Causal impact of the ITS on firms.
- Data visualization.- Descriptive analysis of the ITS (tertiary education institutes) in Lombardia. - Causal impact of the ITS on firms. - Data visualization.
Data analyst
Piazza dei Mestieri · Part-time
Sep 2021 - Dec 2021 · Piedmont, Italy
- Descriptive analysis of the educational initiative "La Piazza Sociale".
- Modeling: exploring the effect of the initiative on students' school performances.
- Data visualization.- Descriptive analysis of the educational initiative "La Piazza Sociale". - Modeling: exploring the effect of the initiative on students' school performances. - Data visualization.…see more
