Natan Bagrov
Senior AI Research Engineer at NVIDIA
Haifa District, Israel
Summary
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Senior🎓
Top SchoolNatan Bagrov is a Senior AI Research Engineer with nine years of experience building and optimizing deep learning models, currently researching vision-language and multi-modal models at NVIDIA. He holds an M.Sc. in Machine Learning from Technion and has led computer vision teams through NAS-driven model innovation and efficient text-to-image diffusion work at Deci AI prior to acquisition. His background spans SOTA object detection and segmentation, hardware-aware optimization and deployment to edge platforms (TensorRT, CoreML, TFLite), reflecting a pragmatic focus on production-ready research. Comfortable moving between research and engineering, he has led teams, taught at Technion, and even shipped SaaS platforms earlier in his career. He’s based in Haifa and, beyond models and metrics, enjoys solving riddles—a hint at his enjoyment of elegant, unconventional solutions.
9 years of coding experience
5 years of employment as a software developer
Master's degree, Machine Learning, Master's degree, Machine Learning at Technion - Israel Institute of Technology
Github Skills (113)
python10
yolov710
javascript10
imagenet10
openmmlab10
dotnet10
object-detection10
computer-vision10
transfer-learning10
blazored10
semantic-segmentation10
bootstrap10
image-classification10
css10
sass10
Programming languages (6)
Github contributions (5)
NatanBagrov/SmartParking
Feb 2017 - Feb 2017
Contributions:19 pushes, 1 branch in 1 day
NatanBagrov/YOLO-World
Mar 2024 - Mar 2024
[CVPR 2024] Real-Time Open-Vocabulary Object Detection
Contributions:4 pushes, 2 branches in 24 days
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