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I'm a computer vision expert with a robotics background and 4 years of experience in the medical industry, where I helped to build a 3D scanner from start to finish. My skills include: - high-precision camera calibration - implementing, training and deploying AI models (segmentation, object detection, stereo-vision, and more) - creating and cleaning custom datasets - optimizing model inference on GPUs for real-time applications (up to 10x speedup compared to Python inference) - 3D mesh evaluation & processing - high performance image processing - data visualization…I'm a computer vision expert with a robotics background and 4 years of experience in the medical industry, where I helped to build a 3D scanner from start to finish. My skills include: - high-precision camera calibration - implementing, training and deploying AI models (segmentation, object detection, stereo-vision, and more) - creating and cleaning custom datasets - optimizing model inference on GPUs for real-time applications (up to 10x speedup compared to Python inference) - 3D mesh evaluation & processing - high performance image processing - data visualization

Sebastian Pinzello

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I'm a computer vision expert with a robotics background and 4 years of experience in the medical industry, where I helped to build a 3D scanner from start to finish. My skills include: - high-precision camera calibration - implementing, training and deploying AI models (segmentation, object detection, stereo-vision, and more) - creating and cleaning custom datasets - optimizing model inference on GPUs for real-time applications (up to 10x speedup compared to Python inference) - 3D mesh evaluation & processing - high performance image processing - data visualization…I'm a computer vision expert with a robotics background and 4 years of experience in the medical industry, where I helped to build a 3D scanner from start to finish. My skills include: - high-precision camera calibration - implementing, training and deploying AI models (segmentation, object detection, stereo-vision, and more) - creating and cleaning custom datasets - optimizing model inference on GPUs for real-time applications (up to 10x speedup compared to Python inference) - 3D mesh evaluation & processing - high performance image processing - data visualization

Available to hire

I’m a computer vision expert with a robotics background and 4 years of experience in the medical industry, where I helped to build a 3D scanner from start to finish.
My skills include:

high-precision camera calibration
implementing, training and deploying AI models (segmentation, object detection, stereo-vision, and more)
creating and cleaning custom datasets
optimizing model inference on GPUs for real-time applications (up to 10x speedup compared to Python inference)
3D mesh evaluation & processing
high performance image processing
data visualization

Skills

Experience Level

Expert

Expert

Expert

Intermediate

Intermediate

Language

German

Fluent

Spanish; Castilian

Fluent

English

Fluent

French

Intermediate

Work Experience

Software Development Engineer 3D Vision at Brütsch Elektronik AG

January 31, 2022 - Present

Machine Learning: trained and evaluated ML models on proprietary datasets (PyTorch); deployed ML models to GPU for real-time inference (TensorRT); improved real-time performance via quantization and GPU acceleration (TensorRT, OpenCL, CUDA). Computer Vision: trained and evaluated semantic segmentation & stereo-vision models; developed and accelerated image processing algorithms on GPU (OpenCV, OpenCL, CUDA); developed custom camera calibration workflow incl. hardware and software (C++, OpenCV); developed 3D mesh processing algorithms (Open3D). Data Engineering: built applications for data processing, analysis, and visualization (Python, C++); created and managed ML dataset for various applications. Software Engineering: developed medical device software according to MDR and FDA regulatory framework (C++); DevOps: set up CI/CD pipelines and version control workflows (GitLab); programmed robot arm to automate tasks in production.

Research Assistant at ETH Zürich

August 31, 2016 - November 30, 2021

Soft Robotics Laboratory: - Semantic segmentation & 3D reconstruction (PyTorch, OpenCV) - End-to-end pose estimation (PyTorch, OpenCV) Laboratory of Energy Science and Engineering: - Particle dynamics simulations in MATLAB Institute of Design Materials and Fabrication: - CAD & Technical Drawing Teaching Assistant.

Intern at Airbus Defense and Space

February 28, 2019 - July 31, 2019

Simulating aircraft control surface kinematics in Matlab/Simulink.