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Profileimage by Anonymous profile, Software Engineer & Consult im Bereich Computer Vision, Remote-Sensing und Machine Learning
Brno
partly available

Last update: 13.02.2023

Software Engineer & Consult im Bereich Computer Vision, Remote-Sensing und Machine Learning

Graduation: Master of Science
Hourly-/Daily rates: show
Languages: German (Native or Bilingual) | English (Full Professional)

Keywords

Attachments

Kai_Dierenbach_CV_EN.pdf
Kai_Dierenbach_Portfolio_DE.pdf

Skills

Software Engineer und Software Consultant mit Leidenschaft für Computer Vision, Remote-Sensing und maschinelles Lernen.
  • Gerne helfe ich bei der Optimierung und Transformation von Legacy Bildverarbeitungsanwendungen
  • Automatisierung für GIS-Anwendungen und Integration moderner Bildverarbeitungstechnologie in Photogrammetrie und Remote Sensing Data Workflows
  • Planen und Entwerfen von Computer und Machine Vision Applikationen
  • Kundenspezifische Entwicklung von Algorithmen für maschinelles Lernen und Bildverarbeitung für alle Arten von Branchen

Project history

06/2022 - Present
Software Engineer & Consult
Freiberuflicher Software Engineer & Consultant (Internet and Information Technology, < 10 employees)
Requirements analysis, consulting and development of computer and machine vision applications from all kind of fields. #remote and #on-site all around Europe in following languages: German, English, Ukrainian and Czech.

- Happy to help with the optimization and transformation of legacy vision applications

- Automatization for GIS applications and integrating of modern computer vision technology into photogrammetry and remote sensing data processing workflows

- Plan and design machine vision projects from hard- and software side

- Custom development of machine learning and vision algorithms for all kind of sectors and industries


Kenntnisse: Fernerkundung · Consulting · Geoinformationssysteme (GIS) · Agiles Projektmanagement · Künstliche Intelligenz (KI) · Machine Vision · Computer-Vision · LiDAR
10/2020 - 05/2022
Machine Learning Engineer
Smart Steel Technologies (Internet and Information Technology, 10-50 employees)
Helps to decarbonize the heavy industry

- Optimization and development of surface inspection systems for steelmaking processes to reduce CO2 emissions and scrap while maintaining the production of high-quality steel products

- Developed reliable, robust and fast methods for serving machine learning models for time and resource constraints environments

- Integrated a vector similarity search engines to search through hundred of million of steel defect images

Kenntnisse: Kanban · Agiles Projektmanagement · Docker · AsyncIO · Git · OpenCV · Python · Computer-Vision
04/2020 - 09/2020
Research And Development Engineer
KatVis (Internet and Information Technology, < 10 employees)
Consulted and supervised the development cycle for a point of care fluorescence microscope to analyze blood samples for automatic malaria pathogen detection

Kenntnisse: Produktentwicklung · Rapid Prototyping · Git · Python
10/2018 - 04/2020
CTO & Co-Founder
auvisus GmbH (Internet and Information Technology, < 10 employees)
Planned and developed a computer vision based self-checkout food recognition system for a quicker and more efficient payment process in canteens

Trained deep neural networks for object detection and implemented a method for fast adaption of classification algorithms to new data distributions

Planned, build and customized hardware prototypes including GigE cameras, light sources and computation devices

Kenntnisse: Projektmanagement · Big Data · Automated Machine Learning (AutoML) · Machine-Learning-Algorithmen · Scikit-learn · PyTorch · AI · Docker · Git · OpenCV · Python
01/2017 - 07/2018
Research And Development Engineer
Lensation GmbH (Industry and mechanical engineering, 10-50 employees)
Build various automatic inspection systems from ground up

- Planned and implemented automated optical supported quality assurance systems for industry lenses

- Developed camera and laser based prototypes in soft- and hardware for the industrial and medicine sector including microscopes and autofocus devices

Kenntnisse: Motion Tracking · Produktentwicklung · Rapid Prototyping · OpenCV · Machine Vision · Python · C++ · Qt

Local Availability

Open to travel worldwide
  • Reisebereitschaft für den Europäischen Wirtshaftsraum vorhanden
  • Aktuelle Auslastung bei ca. 60-70%. Bitte immer melden wenn Sie ein passendes Projekt haben.

Other

Contact also possible over LinkedIn: https://www.linkedin.com/in/kai-dierenbach

Waiting for exciting projects!
Profileimage by Anonymous profile, Software Engineer & Consult im Bereich Computer Vision, Remote-Sensing und Machine Learning Software Engineer & Consult im Bereich Computer Vision, Remote-Sensing und Machine Learning
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