Professional Experience
- 2022 - Present Senior Data Scientist XPAI, Berlin
- 2021 - 2022 Computer Vision Lead Lindera, Berlin
- 2019 - 2021 Senior Data Scientist Lindera, Berlin
- 2018 - 2019 R&D Engineer, Pupil Labs, Berlin
- 2013–18 Research Assistant, Computer Engineering Dept. Galatasaray University, Istanbul
- 2013 Guest Lecturer on Digital Game Design, Galatasaray University, Istanbul
- 2012 Software Specialist, MAP Electronic Commerce Services, Istanbul
- 2010–12 R&D Engineer, Vistek ISRA Vision, Istanbul/Herten (Germany)
- 2007–10 Software Engineer, Vistek Machine Vision and Automation, Istanbul
Skills
Programming PyTorch, Python, C++, OpenCV, Keras, Matlab
Tools/Services Git, Atlassian (Jira & Confluence), AWS
Publications
- E. Dogan, G. Eren, C. Wolf, E. Lombardi, A. Baskurt, “Multi-view pose estimation with mixtures-of-parts and adaptive viewpoint selection”, IET Computer Vision, 2017, DOI: 10.1049/iet-cvi.2017.0146, IET Digital Library [arXiv] [IET-CV]
- E. Dogan, G. Eren, C. Wolf, E. Lombardi, A. Baskurt, “Multi-view Pose Estimation with Flexible Mixtures-of-Parts”, International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS), Antwerp, Belgium, 2017, pp. 180-190. [springer]
- E. Dogan, G. Eren, C. Wolf, A. Baskurt, “Activity Recognition with Volume Motion Templates and Histograms of 3D Gradients”, Image Processing (ICIP), 2015 IEEE International Conference on, Quebec City, QC, 2015, pp. 4421-4425. [ieee]
- C. Wolf, E. Lombardi, J. Mille, O. Celiktutan, M. Jiu, E. Dogan, G. Eren, M. Baccouche, E. Dellandrea, C. Bichot, C. Garcia, B. Sankur, “Evaluation of video activity localizations integrating quality and quantity measurements: application to the ICPR 2012 HARL competition”, Computer Vision and Image Understanding 127, 2014, pp. 14-30 [pdf] [elsevier]
- S. A. Kocak, G. I. Alptekin, A. B. Bener, A. Miranskyy, E. Dogan, “The Effects of Software Features on Energy Consumption”, 8th National Software Engineering Symposium (UYMS 2014), Cyprus, pp. 35-44.
Some pet projects from 2017/18:
- Conditional GANs, Wasserstein distance, etc: github
- Fully convolutional nets for semantic segmentation: github
Education
Languages
- English - Fluent
- French - Proficient
- German - A2
- Turkish - Native
Links