Zhe Zuo
Angestellt, Data Scientist, SIEMENS
Potsdam, Deutschland
Werdegang
Berufserfahrung von Zhe Zuo
6 Monate, Juli 2017 - Dez. 2017
Data Scientist
DPG Deutsche Pfandsystem GmbH
- Continued the DPG project in the previous job position in HPI.
Built up and maintained the server to receive and process the daily-generated log data of over 40, 000 bottle recycling machines in Germany. Analyzed data and detected outliers (frauds) by applying machine learning techniques using Python. Designed and developed the ETL processes. Database Maintenace and Data Quality Control Full-time worked for Deutsche Pfandsystem GmbH.
Scientific researcher and developer Focused on improving credit risk management processes in banks by extracting information from large amounts of textual data. Predicted credit risks for the enterprise clients of a large German bank by applying semi-supervised learning techniques whilst coding in Java. Cooperated with an international German bank.
Ausbildung von Zhe Zuo
5 Jahre und 4 Monate, Sep. 2012 - Dez. 2017
Informatik
Hasso-Plattner-Institut
Supervisor: Prof. Dr. Felix Naumann Thesis: From unstructured to structured: Context-based Named Entity Mining from Text (Submitted) Research interests: Natural Language Processing, Data Mining
2 Jahre und 6 Monate, März 2009 - Aug. 2011
Informatik
Universität des Saarlandes
Magisterarbeit: Towards Automated Segmentation of Repetitive Music Recordings Supervisor: Prof. Dr. Meinard Müller Note 1.8
3 Jahre und 9 Monate, Okt. 2004 - Juni 2008
Software Engineering
Universität Xiamen
Sprachen
Chinesisch
Muttersprache
Englisch
Fließend
Deutsch
Grundlagen