KOL: Key Opinion Leaders: Dabei handelt sich um Suche nach genauen Informationen von jeweilige Ärtze im Verschiedenen Bereiche Weltweit.
Production of an AI based real-time video stream.
Anonym incubator (200+ employees), USA
1. Technology management and full-stack machine learning consulting for a set of innovative ideas in the field of Image, audio, video processing using state-of-the-art ML tech (GANs, CNNs, etc). Client: Tech company, USA.
Stack: GCP, AWS, Python, Tensorflow, Pytorch, KubeFlow, Jira, Confluence
- Team Lead, Consulting for strategic planning. Conducting AI related research and market analysis for future trends in the intersection of image processing and social media.
- Design of project roadmaps for the development of ML based mobile apps. Result: which future ML technologies are crucial to have. What are the limits of current technology?
- MLOPs (DevOPs + ML) engineering: creating a scalable Backend API using Docker swarm Kubernetes, KubeFlow, Nuclio, Tensorflow serving to create computation clusters both on cloud and local GPU nodes.
2. Design and implementation of a 3D-Body Pose Estimator. Technologies: Deep learning, CNNs, Object Detector, Multi Person Pose-Detectors (OpenPose), 3D transformers. Private Investor.
3. Research and Development of a motion2motion transformer using GAN deep neural networks (https://arxiv.org/abs/1904.00129 , https://www.youtube.com/watch?v=JpwsEeqNhhA). Technologies: GANs,BodyPoseExtractor, FaceDetection, RNNs, Pix2PixHD, Tensorflow, Pytorch. Tech company, USA.
Optimization of several AI modules up to 5x faster using Tensorrt
Development of INTERN ai libraries and software components.
KI -> Bildverarbeitung sowie Signalverarbeitung
KI-Entwickler bzw. ML Expert, Teamleiter in AI-Bridge UG (haftungsbeschränkt)
Einsatzgebiet:
Deep Learning: CNNs, RNNs, GANs, Image enhancement, Video Enhancement, DeepFake technologies, Facial Landmark and analysis, Object Detection, Action recognition
Erfahrung in
1. Automotive Bereich 5 Jahre in verschiedene Rollen
2. Medizintechnik: Projektaufträge in KI Bereich seit 2020
KOL: Key Opinion Leaders: Dabei handelt sich um Suche nach genauen Informationen von jeweilige Ärtze im Verschiedenen Bereiche Weltweit.
Production of an AI based real-time video stream.
Anonym incubator (200+ employees), USA
1. Technology management and full-stack machine learning consulting for a set of innovative ideas in the field of Image, audio, video processing using state-of-the-art ML tech (GANs, CNNs, etc). Client: Tech company, USA.
Stack: GCP, AWS, Python, Tensorflow, Pytorch, KubeFlow, Jira, Confluence
- Team Lead, Consulting for strategic planning. Conducting AI related research and market analysis for future trends in the intersection of image processing and social media.
- Design of project roadmaps for the development of ML based mobile apps. Result: which future ML technologies are crucial to have. What are the limits of current technology?
- MLOPs (DevOPs + ML) engineering: creating a scalable Backend API using Docker swarm Kubernetes, KubeFlow, Nuclio, Tensorflow serving to create computation clusters both on cloud and local GPU nodes.
2. Design and implementation of a 3D-Body Pose Estimator. Technologies: Deep learning, CNNs, Object Detector, Multi Person Pose-Detectors (OpenPose), 3D transformers. Private Investor.
3. Research and Development of a motion2motion transformer using GAN deep neural networks (https://arxiv.org/abs/1904.00129 , https://www.youtube.com/watch?v=JpwsEeqNhhA). Technologies: GANs,BodyPoseExtractor, FaceDetection, RNNs, Pix2PixHD, Tensorflow, Pytorch. Tech company, USA.
Optimization of several AI modules up to 5x faster using Tensorrt
Development of INTERN ai libraries and software components.
KI -> Bildverarbeitung sowie Signalverarbeitung
KI-Entwickler bzw. ML Expert, Teamleiter in AI-Bridge UG (haftungsbeschränkt)
Einsatzgebiet:
Deep Learning: CNNs, RNNs, GANs, Image enhancement, Video Enhancement, DeepFake technologies, Facial Landmark and analysis, Object Detection, Action recognition
Erfahrung in
1. Automotive Bereich 5 Jahre in verschiedene Rollen
2. Medizintechnik: Projektaufträge in KI Bereich seit 2020