Freelance Senior AI Expert Consultant
Various Institutes
Schlagwörter
Künstliche Intelligenz
Computer Vision
Digitalisierung
Java
Amazon Web Services
Audiosignalverarbeitung
Automatisierung
Prozessoptimierung
C++
Cloud Computing
Skills
AI and Machine Learning
Deep expertise in AI/ML frameworks including PyTorch, TensorFlow, and Keras. Proficiency in various models such as DNN, CNN, RNN, GANs, and Transformers.
Data Science and Analysis
Strong capabilities in data preparation, analysis, and visualization using tools like Pandas, Numpy, Matplotlib, and Tableau.
Industrial Automation and Digitalization
Extensive experience in developing AI solutions for industrial applications, including anomaly detection, predictive modeling, and process optimization.
Programming Languages
Proficiency in Python, Matlab, also some C++ Java for developing complex AI and data processing applications.
Audio and Signal Processing
Specialized knowledge in audio processing, including rare sound detection and anomaly identification using tools like Torchaudio and FFmpeg.
Computer Vision
Expertise in developing computer vision applications using OpenCV, Unet, and other relevant technologies for industrial workflows.
Cloud Computing and MLOps
Proficient in AWS services, Docker, Kubernetes, and MLflow for deploying and managing AI solutions at scale.
Deep expertise in AI/ML frameworks including PyTorch, TensorFlow, and Keras. Proficiency in various models such as DNN, CNN, RNN, GANs, and Transformers.
Data Science and Analysis
Strong capabilities in data preparation, analysis, and visualization using tools like Pandas, Numpy, Matplotlib, and Tableau.
Industrial Automation and Digitalization
Extensive experience in developing AI solutions for industrial applications, including anomaly detection, predictive modeling, and process optimization.
Programming Languages
Proficiency in Python, Matlab, also some C++ Java for developing complex AI and data processing applications.
Audio and Signal Processing
Specialized knowledge in audio processing, including rare sound detection and anomaly identification using tools like Torchaudio and FFmpeg.
Computer Vision
Expertise in developing computer vision applications using OpenCV, Unet, and other relevant technologies for industrial workflows.
Cloud Computing and MLOps
Proficient in AWS services, Docker, Kubernetes, and MLflow for deploying and managing AI solutions at scale.
Projekthistorie
02/2024
-
bis jetzt
Providing strategic AI consulting, including GenAI LLM consulting, data preparation, and model fine-tuning. Leading AI-based patent and product design projects.
01/2014
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bis jetzt
Freelance Consultant / Coordinator for Multiple China-Germany Business Collaboration
Freelance
Facilitated cross-border business expansion, customer contacts, exhibitions, and conferences.
06/2018
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01/2024
R&D Project Lead, Senior AI Expert
Siemens Mobility
(Industrie und Maschinenbau, >10.000 Mitarbeiter)
Led R&D projects, drove Proof-of-Concept innovations, and headed the development of AI solutions across diverse industrial applications. Designed predictive models for anomaly detection and failure diagnostics.
10/2015
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10/2016
Software Developer and Research Engineer
Müller-BBM VibroAkustik Systeme GmbH
Developed Cloud Server/Client systems and implemented Audio Signal Processing functionalities.
01/2012
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12/2015
Researcher
Erlangen University and Fraunhofer IIS Institute
Conducted research in Music Information Retrieval and Audio Signal Processing, designing algorithms and developing audio toolboxes.
01/2009
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12/2012
Student Developer and Research Assistant
Max Planck Institute for Informatics (MPII)
Worked on Scientific AudioPlayer Project as a Student Developer and Research Assistant.
Reisebereitschaft
Weltweit verfügbar
