Zhe Zuo

Angestellt, Data Scientist, SIEMENS
Potsdam, Germany

Fähigkeiten und Kenntnisse

Natural Language Processing (NLP)
Text Mining
Data Mining
Data Analysis
Machine Learning
Java
Python
SQL
Graph Database

Werdegang

Berufserfahrung von Zhe Zuo

  • Current 8 years and 3 months, since Mar 2018

    Data Scientist

    SIEMENS
  • 6 months, Jul 2017 - Dec 2017

    Data Scientist

    DPG Deutsche Pfandsystem GmbH

    - Continued the DPG project in the previous job position in HPI.

  • 1 year and 6 months, Jan 2016 - Jun 2017

    Data Scientist

    Hasso-Plattner-Institut

    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.

  • 1 year and 3 months, Oct 2014 - Dec 2015

    Scientific Researcher

    Hasso-Plattner-Institut

    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 years and 4 months, Sep 2012 - Dec 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 years and 6 months, Mar 2009 - Aug 2011

    Informatik

    Universität des Saarlandes

    Magisterarbeit: Towards Automated Segmentation of Repetitive Music Recordings Supervisor: Prof. Dr. Meinard Müller Note 1.8

  • 3 years and 9 months, Oct 2004 - Jun 2008

    Software Engineering

    Universität Xiamen

Sprachen

  • Chinese

    C2 (Verhandlungssicher / Muttersprachlich)

  • English

    C1 (Fließend)

  • German

    A1-A2 (Grundkenntnisse)

XING – Das Jobs-Netzwerk

  • Über eine Million Jobs

    Entdecke mit XING genau den Job, der wirklich zu Dir passt.

  • Persönliche Job-Angebote

    Lass Dich finden von Arbeitgebern und über 20.000 Recruiter·innen.

  • 21 Mio. Mitglieder

    Knüpf neue Kontakte und erhalte Impulse für ein besseres Job-Leben.

  • Kostenlos profitieren

    Schon als Basis-Mitglied kannst Du Deine Job-Suche deutlich optimieren.

21 Mio. XING Mitglieder, von A bis Z