
Armin Razavi
Fähigkeiten und Kenntnisse
Werdegang
Berufserfahrung von Armin Razavi
- Bis heute 9 Jahre und 11 Monate, seit Okt. 2016Smiths Detection
Principal AI & Machine Learning Scientist
• Built Python/C++ tooling and workflows for processing large X-ray/CT datasets used in AI model development, validation, benchmarking, and release decisions. • Developed and optimized machine-learning and deep-learning based object-detection workflows with TensorFlow/PyTorch and TensorRT in industrial AI systems. • Improved training-data generation, annotation QA, metadata handling, coverage analysis, and data-quality checks for model-development teams. • Automated recurring engineering and data-prepara
- Bis heute 9 Jahre und 11 Monate, seit Okt. 2016
Senior Computer Scientist
Smiths Detection Germany GmbH, Imaging Department
Developing advanced deep learning complete end-to-end algorithms for automatic threat detection in X-ray and CT baggage images. Provide guidance and support to team members in developing essential tools and scripts to automate data engineering and data processing pipelines, leveraging Docker-based DevOps processes. Play an active role in project planning and strategy development, while also assessing and selecting suitable technologies and tools to promote innovation and ensure successful project exec
- 1 Jahr, Okt. 2015 - Sep. 2016
Research Associate, Software Developer
University Bremen, Institute of Automation
Creating robot vision algorithms utilizing Robot Operating System for depth sensors (GARotics Project ) Implementing scene semantic recognition and segme ntation techniques using point cloud data. Engaged as a research associate and provided assistance as a professor's assistant.
- 1 Jahr und 1 Monat, Sep. 2015 - Sep. 2016
Software Engineer
University of Bremen, Institute of Automation (IAT)
Creating robot vision algorithms utilizing Robot Operating System for depth sensors (GARotics Project) Implementing scene semantic recognition and segmentation techniques using point cloud data. Engaged as a research associate and provided assistance as a professor's assistant.
- 1 Jahr und 8 Monate, Feb. 2014 - Sep. 2015
Image Processing
Fraunhofer MeVis
Devel o ping machine learning - based computer - aided diagnosis (CAD) systems for breast lesion cla ssification specifically in dynamic contrast - enhanced MRI (DCE - MRI) images (ASSURE Project ) Completing the master's thesis
- 1 Jahr und 8 Monate, Feb. 2014 - Sep. 2015
Software Engineer
Fraunhofer MEVIS, Institute for Medical Image Computing
Developing machine learning-based computer-aided diagnosis (CAD) systems for breast lesion classification specifically in dynamic contrast-enhanced MRI (DCE-MRI) images (ASSURE Project) Completing the master's thesis
- 1 Jahr und 1 Monat, Mai 2013 - Mai 2014
Software Engineer
eScience Center at University of Bremen
Developing a semi-automatic document anonymization, incorporating NLP, HCI, and data mining techniques, leveraging GATE (General Architecture for Text Engineering) toolkit (QualiService Project)
- 1 Jahr, Mai 2013 - Apr. 2014
Software Developer
University of Bremen, eScience Center
Developing a semi-automatic document anonymization, incorporating NLP, HCI, and data mining techniques, leveraging GATE (General Architecture for Text Engineering) toolkit (qualiservice.org)
- 1 Jahr und 1 Monat, Okt. 2011 - Okt. 2012
Software Developer, Research Assistant
Isfahan University of Technology
Multimedia software development (Education and Awareness Department) Research Assistant http://www.nsec.ir/
- 2 Jahre und 2 Monate, Sep. 2010 - Okt. 2012
Guest Lecturer
Fanavaran Hakim Institute of Higher Education
Lecturing C++ programming, 3D Studio Max and Adobe Flash
- 3 Jahre und 1 Monat, Juli 2008 - Juli 2011
Software Developer, Quality Assurance
Pishgaman Sanat Pana Company (PsP Co. Group)
GPS Vehicle Tracking systems http://www.irsystem.org/
- 3 Jahre und 1 Monat, Juli 2008 - Juli 2011
Software Engineer
APA-IUTCert Center at Isfahan University of Technology
R&D, developing multimedia educational software solutions (Education and Awareness Department)
Ausbildung von Armin Razavi
- 2012 - 2015
Master of Science (M.Sc.)
Universität Bremen
Master’s Thesis: “Automatic Classification of Non-Mass Breast Lesions in DCE-MR Images” in cooperation with Fraunhofer MEVIS. Available online at http://cgvr.cs.uni-bremen.de/theses/finishedtheses/breast_lesions/index.shtml Master’s Project: “Natural User Interaction in Cars” (Project Tarpan) in c
- 2003 - 2008
Bachelor's degree
Sheikhbahaee University (SHBU), Isfahan, Iran
Software system analysis and agile system design
Sprachen
Englisch
C1 (Fließend)
Deutsch
B1-B2 (Gute Kenntnisse)
Persian
C2 (Verhandlungssicher / Muttersprachlich)
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