Andrei Baraian
Research Scientist - Machine Vision at VTT
Cluj-Napoca, Cluj, Finland
Summary
👤
Senior🎓
Top SchoolAndrei Baraian is a machine vision research scientist with nine years of experience building deep learning and 3D reconstruction solutions for demanding industrial, medical and autonomous systems. He combines hands-on optical lab work and prototype development with end-to-end ML engineering, including MLOps for regulated medical devices. His background spans academic research and applied R&D at VTT and university roles, with teaching and publications in perception, semantic and panoptic segmentation, and structure-from-motion. Andrei holds an MSc in Artificial Intelligence (University of Oulu), completed multiple Erasmus exchanges, and is pursuing PhD work focused on deep learning for computer engineering. Known for bridging optics, hardware and software, he often designs optical setups alongside training and deploying models in production. He is based in Cluj-Napoca with a track record of translating research prototypes into customer-ready machine vision systems.
9 years of coding experience
3 years of employment as a software developer
Master's degree, Artificial Intelligence, Master's degree, Artificial Intelligence at University of OuluErasmus exchange, Computer Engineering, Erasmus exchange, Computer Engineering at Technical University of MunichBachelor, Computer Engineering, Bachelor, Computer Engineering at Technical University of Cluj NapocaErasmus exchange student, Computer Engineering, Erasmus exchange student, Computer Engineering at University of Limerick
English, Romanian
Github Skills (46)
keras10
dsl9
instance-segmentation9
tensorflow9
mask-rcnn9
object-detection9
depth-estimation8
image-processing8
simulator8
realtime7
pytorch7
unreal7
data-parallel7
gpu7
segmentation7
Programming languages (4)
Github contributions (5)
AndreiBaraian/SD-Course
Mar 2018 - May 2018
Contributions:34 pushes, 1 branch in 2 months
AndreiBaraian/DL-Course
Dec 2019 - Oct 2020
Contributions:1 push, 1 branch in 10 months
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