Efkan Duraklı
Lead Machine Learning Engineer at Beko Corporate
Kocaeli, Kocaeli, Turkey
Summary
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Senior🎓
Top SchoolEfkan Duraklı is a Lead Machine Learning Engineer with nine years of experience combining industry-grade web development and applied ML research, now leading ML efforts at Beko Corporate. He holds an MS in Computer Engineering, is pursuing a PhD in Computer Science and Engineering, and has published work on domain adaptation, object detection, and remote sensing from his academic role at Gebze Technical University. Efkan pairs a pragmatic full‑stack web toolkit (React, Next.js, Node.js, GraphQL) with deep learning expertise in TensorFlow, Keras, and PyTorch to ship production-ready computer vision systems for automotive, finance, and healthcare domains. His background includes hands-on systems work at Accenture—ranging from C++/ZeroMQ APIs to cloud deployments on GCP and Azure—giving him both low-level and cloud-native fluency. Known for bridging research and product, he’s comfortable taking models from experimental papers to scalable services and is continually exploring emerging technologies to close that gap.
9 years of coding experience
3 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science and Engineering, Doctor of Philosophy - PhD, Computer Science and Engineering at Sabancı ÜniversitesiMaster of Science - MS, Computer Engineering, Master of Science - MS, Computer Engineering at Gebze Teknik ÜniversitesiErzincan Ertuğrulgazi Anadolu LisesiErzincan Anadolu Lisesi
İngilizce, Turkish
Stackoverflow
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Github Skills (30)
simulation10
imitation-learning10
artificial-intelligence10
unreal-engine-410
simulator10
cross-platform10
autonomous-vehicles10
deep-learning10
self-driving-car10
ai10
deep-reinforcement-learning10
computer-vision10
traffic10
ros10
autonomous-driving10
Programming languages (3)
Github contributions (5)
efkandurakli/CSE-312-Operating-System-Homeworks
Jun 2018 - Feb 2019
Contributions:4 commits, 3 pushes, 1 branch in 8 months
GTU-Undergraduate-Works/Image-Processing-Homeworks
Oct 2018 - Jan 2019
Contributions:9 commits, 2 pushes in 2 months
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