Trung Tran
Deep Learning Engineer at SOLIZE Engineering Corporation
Kawasaki, Japan
Summary
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Top SchoolTrung Tran is a Deep Learning Engineer with nine years of experience building 2D/3D object detection and road-scene segmentation models for one of Japan's largest automakers, based in Kawasaki. He has a solid engineering foundation from his Automation Engineering degree and a career path that moved from bridge system engineering and client-facing Japanese communication roles into applied AI. At SOLIZE he focuses on bringing research-grade models into production for autonomous driving stacks, and he also creates tooling like AnnoMachine to streamline annotation workflows. A regular blogger on MachineTalk.org and blog.erico.vn, he shares hands-on project write-ups that reveal practical trade-offs in model design and data pipelines. His blend of cross-cultural communication experience and educator-like clarity helps him translate complex ML systems into actionable engineering outcomes.
9 years of coding experience
2 years of employment as a software developer
Bachelor of Engineering (B.E.), Automation Engineer Technology/Technician, Bachelor of Engineering (B.E.), Automation Engineer Technology/Technician at Ho Chi Minh City University of Technology
Japanese, English
Stackoverflow
31reputation
1kreached
3answers
0questions
Github Skills (47)
multibox10
detector10
python9
machine-learning9
gpu9
deep-learning9
dialogue-systems8
tensorflow8
numpy8
neural-network8
tensor7
language-processing7
acceleration7
autograd7
gpu-acceleration7
Programming languages (5)
Github contributions (5)
ChunML/AnnoMachine
Sep 2019 - Nov 2019
Contributions:75 commits, 19 PRs, 37 pushes in 1 month
ChunML/ssd-tf2
Oct 2019 - Jul 2020
A super clean implementation of SSD (Single Shot MultiBox Detector) made possible by Tensorflow 2.0
Contributions:8 commits, 3 PRs, 7 pushes in 9 months
single-shot-multibox-detectormultibox-detectortensorflow-2-0cleandetector
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