Martin Achenbach

Angestellt, Machine Learning Engineer, Spotify

Mannheim, Deutschland

Fähigkeiten und Kenntnisse

Data Science
Text Analytics
Text Mining
Data Mining
Spark
Machine learning
Deep Learning

Werdegang

Berufserfahrung von Martin Achenbach

  • Bis heute 5 Jahre und 10 Monate, seit Sep. 2018

    Machine Learning Engineer

    Spotify
  • 7 Monate, Jan. 2017 - Juli 2017

    Research Assitant

    University of Mannheim, Chair of Practical Computer Science I: Data Analytics

    - Working on MinIE (http://dws.informatik.uni-mannheim.de/en/resources/software/minie/), an Open Information Extraction system. - Focusing on engineering. This includes streamlining and enhancing the system pipeline and building a command line and web interface. - Participating in the TAC Knowledge Base Population (KBP) 2017.

  • 1 Jahr, Okt. 2015 - Sep. 2016

    Student

    Roche Diagnostics GmbH Deutschland

    In the scope of an academic project, using advanced text analytics and machine learning techniques to improve the case handling process inside Roche's customer support.

  • 6 Monate, Nov. 2015 - Apr. 2016

    IT Engineer

    i-Campaign Europe GmbH

    Building an international mobile platform with an international team as a working student. Responsible for defining business requirements and assuring their implementation through close collaboration with our customer.

  • 3 Jahre und 1 Monat, Sep. 2012 - Sep. 2015

    Cooperative Education Student

    SAP

    - Three-year cooperative program with the chance to get insight into five different departments with very diverse sets of co-workers inside SAP. - Responsible for security tests in an IoT project in collaboration with a professional football club that utilized sensor data to analyze player performance. - Developing offline-ready mobile applications in two departments. - Numerous trainings in software engineering, presentation, and communication skills.

  • 5 Monate, Juli 2014 - Nov. 2014

    International Exchange Student - Mobile Custom Development

    SAP Montreal

    - Development of an offline-ready Windows application for track inspection in rail transport. - The application is now used to acquire new customers.

Ausbildung von Martin Achenbach

  • Bis heute 8 Jahre und 10 Monate, seit Sep. 2015

    Data & Web Science in the Business Informatics program

    University of Mannheim

    - Strong focus on data and web science with courses in machine learning, data mining, matrix factorization, large-scale data management, and semantic web technologies with several applied projects. - Master's thesis: "A Framework for Link Prediction in Knowledge Graphs with Embedding Models".

  • 1 Monat, Aug. 2015 - Aug. 2015

    Business informatics

    University of Ontario Institute of Technology

    Summer School on Internet of Things. Finding patterns for predictive maintenance in a simulated production line.

  • 3 Jahre und 1 Monat, Sep. 2012 - Sep. 2015

    Business Informatics - Software Engineering

    DHBW Mannheim

    - Strong focus on software engineering as a foundation for a further career in data science. Courses in software engineering, databases, algorithms and data structures, linear algebra, statistics. - Bachelor's thesis: "Incident Analysis - Improving Incident Handling Processes in Customer Support".

Sprachen

  • Deutsch

    Muttersprache

  • Englisch

    Fließend

  • Spanisch

    Gut

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