Emre Doğan
Machine Learning Engineer at Zalando
Berlin, Germany
Summary
👤
Senior🎓
Top SchoolEmre Doğan is a Machine Learning Engineer based in Berlin with a 12-year career bridging academic research and industry, holding a PhD in Computer Vision from INSA Lyon. He combines deep theoretical knowledge with hands-on engineering, specializing in PyTorch and Keras to move vision models from prototypes to production. Emre has led computer vision teams and data science initiatives at companies like Lindera and AVANTGARDE, and now applies his expertise to product-scale ML at Zalando. His background includes R&D roles and teaching, giving him a strong foundation in experimental design, reproducible research, and mentoring. Known for translating complex vision research into deployable solutions, he often focuses on practical robustness and real-world data challenges that are easy to overlook in academic work. Fluent across research, engineering, and cross-functional collaboration, he thrives on turning novel algorithms into measurable business impact.
12 years of coding experience
14 years of employment as a software developer
MSc, Software Engineering, MSc, Software Engineering at Bogazici UniversityMath & Science, Math & Science at Lycée Saint JosephBSc, Computer Engineering, BSc, Computer Engineering at Galatasaray ÜniversitesiPhD, Computer Vision, PhD, Computer Vision at Institut national des Sciences appliquées de Lyon / INSA Lyon
English, French, Turkish, German
Stackoverflow
125reputation
6kreached
7answers
2questions
Github Skills (66)
pipeline-framework10
deep-learning10
pitch10
stream-processing10
streaming10
calculator10
video-processing10
computer-vision10
mediapipe10
graph-framework10
audio-processing10
eye-tracking10
assistive-technology10
android10
perception10
Programming languages (6)
Github contributions (5)
emredog/emredog.github.io
Feb 2017 - Jan 2025
Contributions:110 pushes, 1 branch in 8 years
emredog/vmt
Feb 2014 - Oct 2017
Contributions:142 commits, 3 pushes in 3 years 8 months
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