Andrea Carrara
Angestellt, PhD Student, TUM München
Munich, Deutschland
Über mich
In my Master's studies, I mainly focused on Machine Learning and Data Analysis. During my study course, I participated in many projects, from the research as well as the development side. I worked on NLP projects detecting hate speech from textual data on Social Media platforms. In my thesis, I work on crowd detection with a LIDAR sensor and Wi-Fi receivers. In another project, I carried out the task of crowd detection with multiple cameras in an office environment. I applied computer science knowledge in an Interdisciplinary Project related to financial markets, extracting Market sentiment from Google trends. During my internship in PricewaterhouseCoopers (PWC) I worked in the Data Analysis team in the banking sector, focusing on DataWarehouse and Business Intelligence.
Werdegang
Berufserfahrung von Andrea Carrara
Bis heute 2 Jahre und 4 Monate, seit März 2022
PhD Student
TUM München
Artificial Intelligence in the construction field
6 Monate, Feb. 2019 - Juli 2019
Data Analyst
PwC Italy
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
Ausbildung von Andrea Carrara
Bis heute 5 Jahre und 9 Monate, seit Okt. 2018
Informatics
Technische Universität München
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
2 Jahre und 10 Monate, Okt. 2016 - Juli 2019
Computer Science
Università degli Studi di Trento
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)
Sprachen
Englisch
Fließend
Italienisch
Muttersprache
Deutsch
Grundlagen
Französisch
Grundlagen