Naomi Fridman
PHD Student at Ariel University
Tel Aviv-Yafo, 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 University
English, Russian, Portuguese, Hebrew
Stackoverflow
2,125reputation
987kreached
30answers
25questions
scikit-learn
top-5%
python
top-5%
Github Skills (66)
notebook10
python10
deep-learning10
jupyter10
data-science10
tensorflow10
jupyter-notebook10
pytorch10
machine-learning10
jupyterlab10
neural-network9
jax9
scikit-learn9
location8
ipython7
Programming languages (5)
Github contributions (5)
naomifridman/Neural-Network-Churn-Prediction
Mar 2018 - Jul 2019
Contributions:16 commits, 14 pushes, 3 branches in 1 year 4 months
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
pythonapp-enginegooglegoogle-cloud-platformwords
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