Machine Learning / Artificial Intelligence Consulting

Dr. J. D.-Ch. has ample experience in Data Science projects involving text, audio and visual data. He has designed Reinforcement Learning models that learn from customer interaction and generative models for computer vision and audition.

• Artificial Intelligence
• Data Science
• Künstliche Intelligenz
• Machine Learning
• Maschinelles Lernen
• Projektleitung / Teamleitung (IT)
• Projektmanagement (IT)
• Softwareentwicklung (allg.)

Dr. J. D.-Ch. has ample experience in Data Science projects involving text, audio and visual data. He has designed Reinforcement Learning models that learn by direct customer interaction and generative models for the translation of image domains. Recently, he collaborated with the project [...] which won the top prize at the Prix Ars Electronica, "the world’s most time-honored media arts competition".

J. is Lecturer at the Hamburg School of Business Administration (HSBA) and is co-founder and CTO of [...], where he designs custom Al solutions for the industry. J. holds an MSc in Artificial Intelligence from the University of Groningen (The Netherlands) and a PhD from the University of Hamburg (Germany). Additionally, he has participated in robotics and neuroscience programs with the Massachusetts Institute of Technology (MIT), Tsinghua University (China), the Stem Cell and Brain Research Institute (CNRS, France), the Speech, Music and Hearing Institute (KTH, Sweden) and the University of Hyderabad (India).

He is an invited reviewer for the Journal Robotics, for the Journal of Computer Speech and Language, for IEEE Transactions on Audio, Speech, and Language Processing, for the International Conference on Multisensor Fusion and Integration for Intelligent Systems, and was an organizing committee chair for [...], the European flagship conference for artificial neural networks.

-Hyperlink entfernt-

Technical fields:
- Artificial Intelligence
- Machine Learning
- Reinforcement Learning
- Artificial Neural Networks
- Deep Learning
- Generative Adversarial Networks (GANs)
- Cognitive Robotics
- Robotic Navigation
- Data Science
- Pattern Recognition
- Data Mining
- Data Analysis
- Big Data
- Mathematical Modeling
- Simulations
- Signal Processing
- Image Processing
- Computer Vision
- Computer Audition
- Human Computer Interaction
- Natural Language Processing
- Speech Recognition
- Computational Neuroscience
- Cognitive Neuroscience
- R&D
- FinTech
- Product Management

ML/Data libraries:
- Scikit-Learn
- Tensorflow
- Keras
- PyTorch
- Pandas
- Seaborn
- Tableau

Software development:
- Python
- Matlab
- LaTeX
- Linux
- SQL
- JavaScript
- Node.js
- React
- React Native
- MongoDB
- PostgreSQL
- Docker
- AWS
- GCP
- Continuous Integration and Continuous Delivery (CI/CD)
- Agile Methodologies