
Alexander Neumann
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Fähigkeiten und Kenntnisse
Werdegang
Berufserfahrung von Alexander Neumann
- Bis heute 3 Jahre und 3 Monate, seit Mai 2022
Postdoctoral Researcher
CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie
Project Transformation in Care & Technology: - Primarily responsible for research focus “Context Sensitive Engineering of Care-Technology” - Research into software development processes specifically for the healthcare and social services sector - Implementation and supervision of industry collaborations and study projects on the use and training of large language models (LLM) in documentation and evaluation in health and social services;
- 3 Jahre und 5 Monate, März 2019 - Juli 2022
Research Engineer
Neurocognition and Action - Biomechanics, Bielefeld University
Project AVIKOM: - Development of a cognitive multimodal AR assistance system for use in production, logistics and assembly - Design and development of an augmented reality-based Unity3D application for use with the Microsoft HoloLens (2) - Design and development of methods for multimodal orchestration of assistance functions based on user preferences, environmental factors and needs assessments of the “Structural Dimensional Analysis of Mental Representations” (SDA-M)
- 4 Jahre und 11 Monate, Juni 2014 - Apr. 2019
Research Engineer
Ambient Intelligence Group, Bielefeld University
CITEC LSP Cognitive Robotic Service Apartment & KogniHome: - Research and development of several prototypes for use in the smart home sector (intelligent cooking assistant, intelligent apartment door, intelligent mirror) - Requirements elicitation and analyses in cooperation with industry partners and other working groups - Maintenance and enhancement of the continuous integration (CI) processes of the Cognitive Robotic Service Lab • Development of responsive user interfaces for use in various prototypes
- 3 Jahre und 2 Monate, Mai 2011 - Juni 2014
Research Engineer
Ambient Intelligence Group, Bielefeld University
CRC 673 "Alignment in Communication", Project C5 "Alignment in AR-based cooperation": - Design and implementation of an AR system for the investigation of co-orientation strategies in dyadic interactions - Synchronization of corpus data consisting of video, audio and sensor data and evaluation with methods of exploratory data analysis (EDA) - Development of analysis tools and classifiers from simple pattern recognizers to complex neural networks for object and activity recognition in video data
Ausbildung von Alexander Neumann
- 10 Jahre und 5 Monate, Juli 2011 - Nov. 2021
Intelligent Systems
Universität Bielefeld
Augmented Reality-enabled Communication Research
- 11 Monate, Mai 2009 - März 2010
Interaction Design
Chalmers University of Technology
Physical Computing, Human Centered Design, Ubiquitous Computing, Methods of Interaction Analysis
- 2 Jahre und 8 Monate, Okt. 2008 - Mai 2011
Intelligent Systems
Universität Bielefeld
Machine Learning, Human Computer Interaction, Datamining, Software Development, Cognitive Science, Behavioral Science
- 3 Jahre, Okt. 2005 - Sep. 2008
Cognitive Computer Science
Universität Bielefeld
Textmining, Computer Linguistic, Artificial Intelligence, Neural Networks and Machine Learning, Algorithms and Data Structures
Sprachen
Englisch
Fließend
Schwedisch
Grundlagen
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