Naomi Fridman
Computer Vision Algorithm Engineer at Yehuda Diamond Company
Tel-Aviv, Tel-Aviv District, Israel
Summary
👤
Senior🎓
Top SchoolNaomi Fridman is a deep learning and algorithm development specialist with 10 years of experience applying ML to medical imaging, signals, and biological sequence problems. Currently a PhD student at Ariel University and previously an AI developer at the Weizmann Institute, she has built transformer-based models to predict chemotherapy response and fetal stress, and developed protein-feature and microscopy analysis pipelines. Her background blends rigorous applied mathematics (MSc, Technion) and interdisciplinary training in mathematics, philosophy, and CS, which informs her careful modeling and problem formulation. Naomi has a long history of tackling scarce-data challenges in medical domains—competing successfully in public biomedical challenges and creating practical solutions for hospitals and industry.
10 years of coding experience
26 years of employment as a software developer
Msc, Appliedc Mathematics, Msc, Appliedc Mathematics at Technion - Israel Institute of TechnologyBSc, Mathematics & Philosophy, BSc, Mathematics & Philosophy at Tel Aviv UniversityPhD student, Computer scince, PhD student, Computer scince at Ariel UniversityMaster of Social Science, Intelligent Systems, Master of Social Science, Intelligent Systems at Afeka Tel Aviv Academic College of Engineering
English, Russian, Portuguese, Hebrew
Stackoverflow
2,125reputation
987kreached
30answers
25questions
scikit-learn
top-5%
python
top-5%
Github Skills (55)
notebook10
pytorch10
breast-cancer10
python10
jupyter10
data-science10
machine-learning10
deep-learning10
tensorflow10
jupyter-notebook10
jax10
scikit-learn9
mri9
object-detection6
computer-vision6
Programming languages (6)
Github contributions (5)
naomifridman/Mine-Tweets-Google-Cloud-BigTable
May 2018 - Jul 2018
MapReduce on Google cloud. Mine Tweets on a certain issue, and find the highest frequency words according to location
Contributions:236 commits, 2 PRs, 227 pushes in 2 months
google-cloudmapreduce
naomifridman/Deep-VAE-prediction-of-churn-customer
Apr 2018 - Apr 2018
Contributions:37 commits, 35 pushes, 1 branch in 6 days
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