18.10.2026 aktualisiert
100 % verfügbar
Senior Research Scientist in Mathematical Machine Learning , Data Analysis and Signal Processing
hamburg, Deutschland
Weltweit
Mathematics PhDSkills
AudiosignalverarbeitungMachine LearningTensorFlowSignalverarbeitungData SciencePyTorch
Machine Learning and AI
Advanced expertise in geometrical and topological methods for signal processing, machine learning applications, generative artificial intelligence algorithms, and neural network development
Mathematical Signal Processing
Specialized knowledge in mathematical signal processing, frame theory, persistent homology, category theory, and algebraic topology applications
Programming and Software Development
Proficient in Python with libraries like Pandas, Numpy, sklearn, PyTorch, TensorFlow, C/C++, Java, Lisp/Scheme, Lean4/mathlib, and various software development frameworks
Research and Academic Leadership
Extensive experience in leading research projects, supervising students, and organizing academic seminars and conferences
Audio Signal Processing
Specialized expertise in audio signal analysis, noise reduction, speech enhancement, and digital audio effects development
Computer Graphics and Visualization
Experience in computer graphics, image synthesis, global illumination algorithms, and bidirectional path tracing
Statistical Analysis and Data Science
Advanced skills in statistical analysis, dimensional reduction techniques, and complex data representation methods
Teaching and Knowledge Transfer
Proven ability in university-level teaching, curriculum development, and knowledge transfer in mathematics and engineering
Advanced expertise in geometrical and topological methods for signal processing, machine learning applications, generative artificial intelligence algorithms, and neural network development
Mathematical Signal Processing
Specialized knowledge in mathematical signal processing, frame theory, persistent homology, category theory, and algebraic topology applications
Programming and Software Development
Proficient in Python with libraries like Pandas, Numpy, sklearn, PyTorch, TensorFlow, C/C++, Java, Lisp/Scheme, Lean4/mathlib, and various software development frameworks
Research and Academic Leadership
Extensive experience in leading research projects, supervising students, and organizing academic seminars and conferences
Audio Signal Processing
Specialized expertise in audio signal analysis, noise reduction, speech enhancement, and digital audio effects development
Computer Graphics and Visualization
Experience in computer graphics, image synthesis, global illumination algorithms, and bidirectional path tracing
Statistical Analysis and Data Science
Advanced skills in statistical analysis, dimensional reduction techniques, and complex data representation methods
Teaching and Knowledge Transfer
Proven ability in university-level teaching, curriculum development, and knowledge transfer in mathematics and engineering
Erfahrung
Berufserfahrungmehr als 10 Jahre
Freelancer seit2025
Sprachen
DeutschverhandlungssicherEnglischMutterspracheFranzösischMutterspracheSpanischMuttersprache
Projekthistorie
Algorithm design in finance trading and generative artificial intelligence. Research on interactions of sheaf theory, category theory, and machine learning. Co-organizer of seminars and presentations in machine learning engineering.
Teaching proseminars in Machine Learning and assistant for lectures in Algebra. Research on improving quality of spinal cord DTI using inpainting. Teaching assistant for lectures in mathematical signal processing.
Teaching assistant for lectures in Analysis. Research at DFG Research Center Matheon on sensor networks. Teaching assistant for lectures in Signal Processing and Analysis.