Emre Dogan
Software Engineer at deliveryhero
Berlin, Germany
Summary
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SeniorEmre Doğan is a Senior Software Engineer based in Berlin with eight years of experience building production software across startups and large platforms, currently at Delivery Hero. He combines a strong engineering background in electrical and electronics from METU with ongoing MS studies in computer science at Bilkent, focusing on mining software repositories and machine learning. His career spans applied research roles and hands-on product engineering at Plentific and Aselsan, giving him a blend of research rigor and pragmatic delivery. Known for moving between research and production, he brings data-informed approaches to engineering problems and a curiosity for uncovering patterns in codebases that improve developer productivity and product quality.
8 years of coding experience
Github Skills (37)
convolutional-neural-networks10
regression10
jekyll10
command-line10
navbar9
genetic-algorithm9
algorithm9
matlab9
machine-learning-algorithms9
mathematics9
knn-classifier9
cpp9
data-structures9
decision-tree8
computer-science8
Programming languages (6)
Github contributions (5)
emredogan7/bug-localization-by-dnn-and-rvsm
Jan 2019 - Oct 2019
predicting the buggy source files from the bug reports.
Contributions:26 commits, 6 pushes, 1 comment in 9 months
reportspythonmachine-learningbug-reportsdeep-neural-networks
emredogan7/genetic-algorithm-based-cost-sensitive-learning
Dec 2018 - Jan 2020
A genetic algorithm based approach for cost sensitive learning, in which the misclassification cost is considered together with the cost of feature extraction.
Contributions:45 commits, 31 pushes in 1 year 1 month
feature-extractiongenetic-algorithmcost-sensitive-learningdecision-treeknn-classifier
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