TPM

• Dec 2022 - Present

Analyst Engineer

• Mar 2021 - Dec 2022

• Produced 30+ analysis and reports for the Strategic Management department about business and healthcare production (medical visits, surgical procedures, productivity, vaccinations). Tools: Python libraries, MS Excel and Qlik BI software. • Conduced 7 internal audits, evaluating company procedures’ risks and outcomes. Follow-ups enhancing processes to maximize efficiency. • Led 2 projects that delivered software pipelines to automate and speed up data elaboration from DWH, products needed for the strategic management. Held meetings to coordinate coworkers and update stakeholders, producing documentation to track project tasks and operational decisions. Department: UOC Sviluppo Strategico ed Innovazione Organizzativa, Controllo di Gestione. Show less

Data Scientist

• Dec 2019 - Mar 2021

• Piloted and coordinated the development of a machine learning classifier for patients' risk stratification, collection of dataset of CT images and clinical data. • Engineered machine learning pipeline to extract data features from CT scans, using Python libraries. • Held weekly meetings to update stakeholders and to prioritize tasks. • Written 1 scientific article to report the results of the project. • Executed PACS query to obtain imaging and clinical data. Standardized the anonymization of queried data using RestAPI and Python. Show less

Data Scientist

• Mar 2019 - Nov 2019

• Designed a machine learning algorithm for the classification of car seat occupants using FMCW radar heatmaps. • Deployed a software implementation in Python using scikit-learn, Tensorflow, pandas, numpy and matplotlib libraries. Organized dataset elaboration and management with Python. • Designed a machine learning algorithm for the classification of car seat occupants using FMCW radar heatmaps. • Deployed a software implementation in Python using scikit-learn, Tensorflow, pandas, numpy and matplotlib libraries. Organized dataset elaboration and management with Python.

Jr. Consultant & Engineer

• Nov 2018 - Mar 2019

• Developed MATLAB and Simulink machine learning models to pre-process signals and extract statistical and time-based features, employed to classify user behaviour and car’s context while driving. • MATLAB OOP software development: design and testing of algorithms to automate the design of photovoltaic power plants, in compliance with performance constraints and environmental boundaries. • Developed MATLAB and Simulink machine learning models to pre-process signals and extract statistical and time-based features, employed to classify user behaviour and car’s context while driving. • MATLAB OOP software development: design and testing of algorithms to automate the design of photovoltaic power plants, in compliance with performance constraints and environmental boundaries.