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Dorian Stoica

@dorianstoica

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Experienced C++ Software Engineer specializing in imaging and computer vision.

Romania

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What I'm looking for

I seek a challenging role in a dynamic environment that fosters innovation and growth.

I'm a dedicated C++ Software Engineer with over 10 years of experience in developing software solutions for imaging and computer vision applications. My journey began with a strong academic foundation in Computer Science and Mathematics from the University of Transilvania, which I have built upon through various roles in leading companies such as Siemens and Philips.

Throughout my career, I have successfully integrated deep learning models into C++ environments, developed inference engines, and improved existing codebases to enhance performance. My recent projects include working on CT and MR segmentation models at Siemens, where I implemented a voxel reorientation algorithm that significantly improved processing speed. I am passionate about leveraging my skills in C++, Python, and machine learning to drive innovation and efficiency in software development.

Experience

Work history, roles, and key accomplishments

Current

Software Engineer for Imaging and Computer Vision

Current

Siemens

Apr 2024 - Present (1 year 3 months)

Rejoined Siemens as a Software Engineer, integrating CT and MR segmentation models and developing APIs for inference. Implemented voxel reorientation algorithms and improved pre-processing performance by a factor of 4.

C++STL NumPy

C++/Python Software Engineer

Dorstosoftbv SRL

Apr 2023 - Present (2 years 3 months)

Worked as a freelance C++/Python Software Engineer for Squad Robotics, improving existing codebases and implementing new functionalities for robots. Refactored ROS2 nodes, developed strategies for Nav2 behavior trees, and enabled deep learning for autonomous navigation.

C++STL OpenCV NumPy Python

C++ Software Engineer

Philips Image Guided Therapy

Jun 2021 - Present (4 years 1 month)

Developed two inference engines for GPU and CPU using TensorRT and OpenVino, integrating deep learning models in a C++ environment. Designed an inference engine interface, ported the Viterbi algorithm, and developed a toolbox with image processing helpers.

C++STL TensorRT OpenVINO OpenCV NumPy GPU CPU

C++ Software Design Engineer

ASML

Nov 2020 - Present (4 years 8 months)

Contributed to developing and testing software components for wafer alignment during the exposure step. Developed new C++ functionality, added unit and system tests, and maintained design and testing documentation.

C++STL Robot Framework Julia

Machine Learning Engineer

Iddo Software

Jan 2020 - Present (5 years 6 months)

Developed and maintained an annotation tool using PyQt, allowing users to annotate body landmarks for training processes. Performed major refactoring of the tool, added features like editing landmarks via mouse clicks, and integrated a segmentation model.

NumPy OpenCV PyQt TensorFlow Machine Learning

C++ Software Engineer

Thermo Fisher Scientific

Oct 2018 - Present (6 years 9 months)

Maintained and improved the core spectrum processing library for EDX analysis and quantification, and the pipeline COM-component for data transport. Implemented working software for Transmission Electron Microscopes, wrote unit tests, and performed code reviews.

C++STL CoM NumPy EDX Analysis

C++ Software Engineer

Siemens

Oct 2016 - Present (8 years 9 months)

Integrated a detection library into an internal environment and developed a C++ API for 2D Ultrasound images to generate interpolated 3D datasets. Developed functionality for automatic detection of 7 heart structures and improved the performance of the original detection algorithm.

C++STL XML

C++ Software Engineer

Siemens

Apr 2014 - Present (11 years 3 months)

Developed C++ APIs for automatic quantification of flow volume using Color Doppler technology in Ultrasound images. Fixed bugs, refactored backend code, and improved the performance and behavior of several components like tracking and automatic de-aliasing.

C++STL GDCM Doppler