02/13/2023 updated

**** ******** ****
partially available

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

Brno, Czech Republic
Worldwide
Master of Science
Brno, Czech Republic
Worldwide
Master of Science

Profile attachments

Lebenslauf EN
Portfolio

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

Languages

GermanNative speakerEnglishFluent

Project history

Software Engineer & Consult

Freiberuflicher Software Engineer & Consultant

Internet & IT

< 10 team member

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

Machine Learning Engineer

Smart Steel Technologies

Internet & IT

10-50 team member

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

Research And Development Engineer

KatVis

Internet & IT

< 10 team member

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

CTO & Co-Founder

auvisus GmbH

Internet & IT

< 10 team member

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

Research And Development Engineer

Lensation GmbH

Industry & Mechanical Engineering

10-50 team member

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

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