Branislav Hesko
Senior Machine Learning Specialist - Computer Vision at TESCAN ORSAY HOLDING, a.s.
Brno, Southeast, Czechia
Summary
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Senior🎓
Top SchoolBranislav Hesko is a Senior Machine Learning Specialist focused on computer vision with 10 years of experience applying ML and MLOps to electron microscopy, industrial automation, and medical screening. Currently at TESCAN ORSAY, he builds production-ready algorithms to improve TEM usage, blending deep research training (PhD-level biomedical electronics/biocybernetics) with hands-on deployment. His background spans R&D roles at Konica Minolta, vehicle driver-monitoring research, and automation projects like random bin picking, showing versatility across imaging domains. Comfortable moving models from prototype to operational systems, he also freelances on niche computer vision challenges, indicating a taste for diverse and practical problem-solving. Notably, his career threads physics and biomedical foundations into applied ML solutions for high-precision imaging tasks.
10 years of coding experience
3 years of employment as a software developer
Mgr., Plasma and High-Temperature Physics, 2., Mgr., Plasma and High-Temperature Physics, 2. at Masarykova univerzita BrnoDoctor of Philosophy (Ph.D.), Biomedical electronics and biocybernetics, Doctor of Philosophy (Ph.D.), Biomedical electronics and biocybernetics at Vysoké učení technické v Brně
English, French
Github Skills (30)
convolutional-neural-networks8
manifold7
segmentation7
sparse7
computer-vision6
cuda6
application6
inpainting6
semantic-segmentation6
ubuntu6
object-detection5
kernel5
deep-learning5
rockchip5
pytorch5
Programming languages (3)
Github contributions (5)
branislavhesko/segmentation_framework
Jun 2019 - Aug 2022
Generic segmentation framework using deep convolutional networks
Contributions:48 commits, 2 PRs, 75 pushes in 3 years 2 months
semantic-segmentationdeep-learningconvolutionalconvolutional-networksgeneric
branislavhesko/Fovea-Detection
Apr 2020 - Dec 2022
Contributions:35 commits, 40 pushes, 1 branch in 2 years 7 months
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