Adrian Iordache
Senior Machine Learning Engineer at Grab
Bucharest, Romania
Summary
👤
Senior🎓
Top SchoolAdrian Iordache is a Senior Machine Learning Engineer with eight years of experience building efficient deep learning and computer vision systems for thousands of embedded devices. Currently at Grab's KartaDashCam team, he develops multi-task and distilled foundation models for map generation, real-time weather prediction, and scene understanding, optimized on distributed GPU infrastructure for Southeast Asia deployment. Pursuing a PhD in Artificial Intelligence at the University of Bucharest, he combines rigorous academic research on model efficiency with hands-on production engineering. A top-performing student (Master’s 9.84/10) and active Kaggle competitor, he iterates rapidly on applied research and maintains practical engineering discipline through his GitHub projects. Notably, his work bridges cutting-edge model distillation techniques with real-world constraints of embedded hardware.
8 years of coding experience
National College "Ion C. Bratianu", PitestiDoctor of Philosophy - PhD, Artificial Intelligence, Doctor of Philosophy - PhD, Artificial Intelligence at Universitatea din București
Github Skills (16)
computer-vision6
xai6
classification6
image-classification5
visualizations5
segmentation5
similarity5
deep-learning5
machine-learning5
object-detection5
pytorch5
image-segmentation4
grad-cam4
torchvision4
transformers3
Programming languages (1)
Github contributions (5)
AdrianIordache/PerfectTime
Oct 2018 - Sep 2020
Contributions:14 commits, 11 pushes, 1 branch in 1 year 11 months
AdrianIordache/HelloWorld
Oct 2018 - Sep 2020
Contributions:10 pushes, 1 branch in 1 year 11 months
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