Doruk Sönmez
AI Solution Architect at Connect Tech Inc.
Guelph, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolDoruk Sönmez is an AI Solution Architect with 8 years of experience focused on deep learning and intelligent video analytics, now based in Guelph, Ontario. He has a strong track record of optimizing neural networks for embedded Nvidia Jetson platforms—work that began in 2017 and culminated in applied projects like traffic sign recognition, early fire detection, and worker safety detection showcased at GITEX Dubai. Combining academic rigor from a master's in deep learning with hands-on system deployment, he bridges research and production for autonomous and edge applications. Notably, he has trained teams and competitors on building optimized models for constrained hardware, reflecting both technical depth and practical teaching experience.
8 years of coding experience
5 years of employment as a software developer
Lisans Derecesi, Computer Engineering, 3.29/4, Lisans Derecesi, Computer Engineering, 3.29/4 at Gazi ÜniversitesiMaster's Degree, Computer Engineering - Deep Learning, Master's Degree, Computer Engineering - Deep Learning at Gazi University
Turkish, English
Stackoverflow
417reputation
55kreached
4answers
14questions
Github Skills (82)
container-management10
python10
edgetpu10
deep-learning10
caffe10
ml10
jetson-xavier10
neural-network10
computer-vision10
container10
deploying10
data-science10
tensorrt10
nvidia-jetson10
nvidia10
Programming languages (5)
Github contributions (5)
CordatusAI/cordatus
Nov 2019 - Jul 2020
Contributions:4 pushes, 1 branch in 8 months
doruksonmez/dockers
Jan 2020 - Jan 2020
Contributions:13 pushes, 1 branch in 1 day
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