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Umut Dündar's work experience includes:

- Machine Learning Engineer at SmartAlpha since November 2022. In this role, they work on medical image processing, segmentation, and classification using deep learning algorithms with Tensorflow and PyTorch frameworks.

- Research Intern at Technische Universität Wien from August 2022 to October 2022. Umut conducted research in the Advanced Mechatronics System Group, focusing on deep learning algorithms for detection, tracking, and high-resolution imaging of small, moving objects.

- Machine Learning Intern at ESEN from June 2022 to July 2022.

- Long Term Intern at Türk Havacılık ve Uzay Sanayii from December 2021 to June 2022.

- Research Intern at Universität Klagenfurt from August 2021 to October 2021. Umut worked under the supervision of Prof. Dr. Andrea M.

- Long Term Intern at Türk Havacılık ve Uzay Sanayii from April 2021 to June 2021.

Umut Dündar's education history is as follows:

Umut Dündar obtained a Bachelor's degree in Electrical and Electronics Engineering from Gazi University. Umut attended Gazi University from 2018 to 2022.

Prior to their enrollment at Gazi University, Umut Dündar also pursued a Bachelor's degree in Electrical and Electronics Engineering at Baskent University. Umut attended Baskent University from 2017 to 2018.

In addition to their formal education, Umut Dündar has obtained several certifications. In October 2021, they completed the "Veri Bilimi İçin Python ve Tensorflow" certification from BTK Akademi. In March 2021, they obtained the "Girişim Koordinatörlüğü" certification from Ücretken Akademi. In 2021, they also received the "Yetkin Gençler" certification.

Further certifications obtained by Umut Dündar include:

- "Excel Skills for Business: Essentials" from Coursera, obtained in December 2020.

- "Write Professional Emails in English" from Coursera, obtained in October 2020.

- "Etkili İletişim Stratejileri ve Beden Dili" from İstanbul İşletme Enstitüsü, obtained in September 2020.

- "Konsantrasyon Eğitimi" from İstanbul İşletme Enstitüsü, obtained in September 2020.

- "Diksiyon Eğitimi" from İstanbul İşletme Enstitüsü, obtained in December 2020.

- "B Sınıfı Sürücü Belgesi" from Türkiye Cumhuriyeti Millî Eğitim Bakanlığı, obtained in June 2019.

Based on the information provided, it is not possible to make any assumptions outside of the given experience.