Experience

Fraunhofer Austria

• Austria
• Research Services
• 1 - 100 Employee

• Head of Production Optimization and Maintenance Management

  • Jul 2023 - Present

  Vienna, Austria

• Industrial Data Science Topic Lead

  • Jan 2023 - Jul 2023

  Vienna, Austria My goal is the continuous development of industrial cognitive systems and data-based competency profiling using NLP and KG in industry and research projects.

• Research Associate

  • Sep 2020 - Jan 2023

  Wien As part of Fraunhofer Austria, I focus on the technical management of industrial research projects for digital assistance systems with the help of Industrial Data Science methods. This is reflected in the following industrial research projects (role: lead data scientist): - TexCom: AI-based detection of employee competencies needed on the shop floor. Methods: Natural Language Processing, Data Mining, Statistics, Machine Learning - Tex-As: Development of an AI-enhanced assistance… Show more As part of Fraunhofer Austria, I focus on the technical management of industrial research projects for digital assistance systems with the help of Industrial Data Science methods. This is reflected in the following industrial research projects (role: lead data scientist): - TexCom: AI-based detection of employee competencies needed on the shop floor. Methods: Natural Language Processing, Data Mining, Statistics, Machine Learning - Tex-As: Development of an AI-enhanced assistance system for optimizing the maintenance workflow. - DaWiK: Development of a framework for the data-based identification of future competencies, competence gaps, and recommendation of learning materials in the industrial maintenance sector. Methods: Natural Language Processing, Knowledge Graph, Quantitative Methods - TeSLA: Development of an AI-enhanced learning assistance system, for the continuous support of maintenance technicians during their workflow with learning nuggets based on a semantic knowledge management system Methods: NLP, Knowledge Graph, Knowledge Management, Artificial Intelligence - Spare Part Management: Development of a dynamic Knowlege-Graph for spare part recommendations, Methods: Data Mining, Knowledge Graph



Technische Universität Wien

• Austria
• Research Services
• 700 & Above Employee

• Research Associate

  • Sep 2019 - Present

  Wien As part of the research group Production and Maintenance Management I focus my research on the following areas in addition to teaching: * Knowledge-Based Maintenance * Predictive & Prescriptive Maintenance * Knowledge Discovery from Text * Semantic Technology, NLP * Predictive Data Analytics and Machine Learning Furthermore, I won the following digitization projects: - digiTeachVR - Development of an industrial data science course, leveraging Virtual Reality for… Show more As part of the research group Production and Maintenance Management I focus my research on the following areas in addition to teaching: * Knowledge-Based Maintenance * Predictive & Prescriptive Maintenance * Knowledge Discovery from Text * Semantic Technology, NLP * Predictive Data Analytics and Machine Learning Furthermore, I won the following digitization projects: - digiTeachVR - Development of an industrial data science course, leveraging Virtual Reality for applications in Building Science. - digiLab: Establishment of an entirely self-paced Industrial Data Science course, including the necessary infrastructure as a certificate course of TU Wien. Show less



Technische Universität Wien

• Austria
• Research Services
• 700 & Above Employee

• Big Data Engineer

  • Apr 2018 - Jul 2019

  Wien Administration of a Cloudera Hadoop cluster for research and teaching * Shared and replicated MongoDB Cluster * Kafka Stream for research projects and teaching * Spark in various projects * Hue (Hive, Impala) for data analysis * JupyterHub for a modern teaching enviroment Research Data Management: * PoC for Data and Code Repositories * Integration of the Cluster into the existing IT landscape

• Studienassistent Zentraler Informatik Dienst

  • Mar 2014 - Mar 2018

  General IT service for 1st level support for students and staff and 2nd Level Support for selected topics. Projects: * Creation and maintenance of a Knowledge Base * Creation of a training concept for the Service Center * Co-design of application interviews



Kohl & Partner Managementberatung GmbH

• IT-Techniker

  • 2010 - 2014

  Bisamberg * General system and IT administration tasks * Development of a MS Access database



Technologisches Gewerbemuseum

• Higher Education
• 1 - 100 Employee

• Abteilungsassistent TGM - Wirtschaftsingenieurwesen

  • Apr 2011 - Jun 2013

  Wien General administrative tasks in student administration, creation of the departmental home page, assistance in coordinating the A-level exams and various school events.