Core Competencies
- Data Science
- Machine Learning
- Algorithmic Decision-Making
Publications (peer-reviewed)
- André Jeworutzki • 2025
Ph.D. thesis • University of the West of Scotland
Strategies for Generalisable Machine Learning with Small Data for Exercise Fatigue Detection - Niklas Hoefflin, Tim Spulak, André Jeworutzki, Jan Schwarzer • 2024
Real-time Lateral Sitting Posture Detection using YOLOv5 - André Jeworutzki, Jan Schwarzer, Kai von Luck, Peer Stelldinger, Susanne Draheim, and Qi Wang • 2023
Small Data, Big Challenges: Pitfalls and Strategies for Machine Learning in Fatigue Detection (award winner) - Iryna Trygub, Johanna Ahlf, Martina Campanale, André Jeworutzki, and Jan Schwarzer • 2023
A Real-time Monitoring Tool for the Assessment of the Neck Posture - André Jeworutzki • 2022
Determining Acute Physiological Stress Levels with Wearable Sensors based on Movement Quality and Exhaustion during Repetitive Training Exercises - André Jeworutzki, Jan Schwarzer, Kai von Luck, Susanne Draheim, and Qi Wang • 2021
A Preliminary Experimental Outline to Train Machine Learning Models for the Unobtrusive, Real-Time Detection of Acute Physiological Stress Levels during Training Exercises - Uli Meyer, Jonathan Becker, Thomas Mueller, André Jeworutzki, Susanne Draheim and Kai von Luck • 2021
Asymmetrical Game Design Approaches Solve Didactic Problems in VR Engineer Trainings - Jessica Broscheit, André Jeworutzki, Susanne Draheim, Kai von Luck • 2018
Colored Raindrops. A Fiction-Driven Workshop for Girls
Academic Work
My academic work at the Hochschule für Angewandte Wissenschaften Hamburg (HAW Hamburg) includes the following activities:
Research Projects
- MogGaSens: Developement of a wearable fitness-oriented prevention system that measures medical and exercise-related parameters to assess the health and fitness status as well as performance quality of the user • funded by Hamburgische Investitions- und Förderbank • 2020 – 2022
- VR Training for Offshore Wind Turbine Engineers • funded by EnBW AG • 2020 – 2022
Co-supervised Labs
- Creative Space for Technical Innovations • part of FTZ Smart Systems • 2015 – 2023
- Emotion Lab • 2012 – 2013
- Smart Objects Lab • 2009 – 2012
Co-supervised Theses
- Julia Schmaglowski • Bachelor’s Thesis • 2025
Entwicklung eines Filters für valide Erweiterungen von unvollständigen Syntaxbäumen zur Verbesserung der UX im Rahmen der Lernumgebung BlattWerkzeug - Phuong Anh Vu • Bachelor’s Thesis • 2025
Phaser und HTML5-Canvas im Vergleich: Performance-Evaluation anhand eines 2D-Webspiels
Areas of Teaching
- Software Engineering
- Programming
- Web Development
- Mobile / Android Software Development
- Embedded Systems
Lectures
- Media Systems / Medieninformatik • Research Associate • 2023 – 2025
- Media Systems • Temporary Professor • 2022 – 2023
- Train like a Machine • Semester Project • 2021 – 2024
- Blended Reality • Semester Project • 2018
- Smart Objects • Semester Project • 2011
- Wearable Computing • Semester Project • Margaretha-Rothe Gymnasium / HAW Hamburg • 2009 – 2010
- Smart Textiles • Semester Project • 2009
Workshops
- Smart Objects • Zentrum für Aus- und Fortbildung (ZAF) Hamburg • 2019
- Sound of P3 • P3 Group GmbH • Aachen • 2017
- Girls’Day – Mädchenzukunftstag • 2017 – 2019
- Huch – Der Kaktus spricht • Code Week • 2016
- Blitz Workshop • 2016
- Herbsthochschule • 2011
- Faszination Games I+II • 2011
- Toaster Edwin • 2009
Professional Work
- Software Engineer • HEIN+FRICKE GmbH & Co. KG • Hamburg • 2013 – 2015
- Software Engineer • eBiochip GmbH (at Fraunhofer ISIT) • Itzehoe • 2008 – 2009
- Software Developer • WPS GmbH (at Deutscher Ring) • Hamburg • 2007 – 2008
- Student Trainee • E.ON Facility Management GmbH (at Nuclear Power Plant) • Brokdorf • 2006
- Software Developer • SlTec GmbH • Itzehoe • 2004 – 2005
Favorite Books
- Noise: A Flaw in Human Judgement • Daniel Kahneman, Olivier Sibony, Cass R. Sunstein • 2021
- Thinking, Fast and Slow • Daniel Kahneman • 2011
- The Black Swan: The Impact of the Highly Improbable • Nassim Nicholas Taleb • 2007
- Domain-Driven Design: Tackling Complexity in the Heart of Software • Eric Evans • 2003
- Harry Potter series • J.K. Rowling • 1997
- Ender's Game • Orson Scott Card • 1985
- Discworld series • Terry Pratchett • 1983
- To Have or to Be? The Nature of the Psyche • Erich Fromm • 1976
- Dune series • Frank Herbert • 1965
- 1984 • George Orwell • 1949