Andrea Carrara

Artificial Intelligence in the construction field

Data Analyst in the banking sector. Building of Data Warehouse and Business Intelligence. Data collection via Shell scripts - Extract, Transform and Load (ETL) of data with Informatica tool. Creation of mappings, definition of parameters, debugging. - Schedule of jobs with Scheduler service. - Maintenance, development of Data Warehouse - Design and implementation of the KPI calculation engine using PL/SQL - Implementation of SQL queries from the bu

Major: Machine Learning and Analytics; Minor: Formal Methods and their Applications, Robotics Master Thesis: “A Deep-Learning Approach to Urban Sensing Using WiFi and Lidar” - Explainable AI for Machine Learning - Extracting media-based sentiment for market prediction - Software Development on the Example of SAP Leonardo - Data Mining - Quantitative Verification - Machine Learning - Automata and formal languages - Business Analytics - Cognitive systems

Major: Computer Science; Minor: Science and Information Technology Thesis: “Design and implementation of a KPI calculation engine in a banking Data Warehouse” - DataBases - Probability and Statistics - Operating Systems - Information Systems - Computer Architectures - Networks - Software Engenireeng - Human-Computer Interaction - Algorithms and Data Structures - Web Programming (back-end, front-end)