CV

Employment

since September 2016

Data Scientist (focusing on Text Mining)
Deutsche Bahn
Data Scientist for Deutsche Bahn (DB Fernverkehr AG) focussing on Text Mining and Machine Learning to reveal insights from customer feedback.

Tasks & Responsibilities:
– Leading a team of external developers (Scrum) to improve BI and Machine Learning processes
– Collaboration with decision makers regarding the instantiation of a company-wide feedback system
– Consultant for „analysis as a service“ — coordinating data mining requirements between customers and developers
– Consultant for suitable Machine Learning and Data Mining approaches

Technical skills:
– Java and Python development
– Database development and analysis: MS-SQL & NoSQL databases
– Statistical modeling: R and python
– Swift & iOS development

February - August 2016

Data Scientist & Cognitive Computing Consultant
IBM Deutschland GBS GmbH
Cognitive Computing Consultant for IBM GBS focussing on Natural Language Processing, Machine Learning and the entire IBM Watson portfolio.

Tasks & Responsibilities:
– Leading a team of five ExtremeBlue students
– Consultant and developer for Text Mining & Machine Learning
– Development of a cloud-hosted web-app
– Classification of customer utterances and design of dialog (chatbot) systems
– Gaining Customer insights using Design Thinking workshops
– Customer workshops and presentations

Technical skills:
– Java development, Apache UIMA development
– IBM Watson Explorer & Watson Knowledge Studio
– Database development: MS-SQL, PostgreSQL
– IBM Watson Conversation, NLC and other BlueMix Services

July 2013 - January 2016

Research assistant
Institute of Computer Science, Heidelberg University

Research assistant at the Database Systems Research group, supervised by Prof. Dr. Michael Gertz. My work focuses on Natural Language Processing in general and Digital Humanities, Information Extraction and Social Network Analysis in particular.

October 2012 - July 2013

Research assistant and Lecturer
Institute for Computational Linguistics, Heidelberg University

Research assistant (Wissenschaftlicher Mitarbeiter) at the Computational Linguistics research group, supervised by Prof. Dr. Anette Frank. Lecturer of the compulsory lecture „Advanced, object-oriented programming with Java“.

February 2011 - September 2012

Student research assistant
Institute for Computational Linguistics, Heidelberg University

Student research assistant at the project Ritualdynamik, working on Coreference Resolution and Discourse Processing in a Digital Humanities context.

August 2010 - February 2011

Student research assistant
NLP group - HITS gGmbH Heidelberg

NLP group – HITS gGmbH Heidelberg. Student research assistant, working on machine learning for summarization, supervised by Prof. Dr. Michael Strube and Darla Shockley.

March 2009 - June 2012

Student research assistant
Department for German philology, Heidelberg University

Programmer at the project Heidelberger Korpus.

October 2009 - July 2010

Teaching Assistant
Institute for Computational Linguistics, Heidelberg University

Teaching assistant for programming lectures for Python and Java, supervised by Matthias Hartung and Prof. Dr. Simone Paolo Ponzetto.

Education

July 2013

Master of Arts
Computational Linguistics (research track)

Title of my MA thesis: A Joint Inference Architecture for Global Coreference Clustering with Anaphoricity.
Supervisor: Prof. Dr. Anette Frank

September 2009 - July 2013

M.A. Computational Linguistics
Heidelberg University

July 2011

Bachelor of Arts (with distinction)
Major: Computational Linguistics, Minor: English Linguistics

Title of my BA thesis: Entity-based Coreference Resolution combined with Discourse-New Detection. [pdf]
Supervisor: Prof. Dr. Anette Frank

October 2008 - July 2011

B.A. Computational Linguistics and English Linguistics
Heidelberg University