About Manfred
- Development and evaluation of Machine Learning solutions
- Structuring and implementation of data-driven projects
- Support with prototypes, analyses, and modeling
- Sparring for research and innovation projects
German
Native or bilingual
English
Fluent
Spanish
Basic
Experience
- Technische Universität Hamburg (TUHH)Senior Engineer (Principal Engineer), Project ManagerRESEARCHJanuary 2022 - Today (4 years and 5 months)Hamburg, Germany
- Research and development in the fields of Machine Learning, Natural Language Processing, and data-driven systems
- Coordination of strategic initiatives and research activities
- Setup and management of a virtual robotics platform with digital twins for the development and evaluation of new AI methods
- Development of research strategies and acquisition of third-party funding
- Conception and execution of university courses in Machine Learning, AI, and Robotics; supervision of students and theses
- Universität HamburgProject Manager & Senior ResearcherRESEARCHApril 2017 - December 2021 (4 years and 8 months)Hamburg, Germany
- Management of research projects in the fields of Deep Learning, language processing, and autonomous systems
- Development of data-driven models for language and interaction systems
- Acquisition and management of research projects as well as project planning and reporting
- Teaching in the areas of AI, robotics, and Machine Learning; supervision of students
- International Computer Science Institute (ICSI), University of California,Senior ResearcherRESEARCHApril 2015 - March 2017 (1 year and 11 months)Berkeley, CA, USA
- Development of AI-based methods for language processing for human-robot interaction
- Research on robust learning, multimodal models, and grounding in interactive systems
- Writing research proposals
- Interdisciplinary collaboration with linguists
- Research in image processing
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Education
- Privatdozent (PD)Hamburg University of Technology (TUHH)2026Privatdozent (PD)
- HabilitationHamburg University of Technology (TUHH)2025Habilitation