Eli Simhayev
Research Engineer at Hemispheric
Tel-Aviv, Tel-Aviv District, Israel
Summary
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Rockstar🎓
Top SchoolEli Simhayev is a research engineer based in Tel Aviv with 10 years of experience building and deploying ML systems, specializing in time-series models and foundational approaches for brain decoding. He has contributed to Hugging Face's Transformers research on time-series (Informer, Autoformer) and now works on foundational models at Hemispheric applying deep learning to neuroscience. Eli's background spans academic research (GANs for synthetic data and membership-inference work), defense-grade large-scale time-series deployments at Unit 8200, and applied research engineering in startups. He combines rigorous MSc-level training with hands-on open-source contributions and a history of teaching, which informs his focus on interpretable, production-ready models.
10 years of coding experience
5 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at Ben-Gurion University of the Negev
Hebrew, English, Russian, Spanish
Stackoverflow
164reputation
16kreached
5answers
3questions
Github Skills (200)
transformers10
language-model10
python10
flax10
deep-learning10
gpu10
mintty10
gpu-acceleration10
portable10
face10
hydra10
acceleration10
autoencoder10
numpy10
color-scheme10
Programming languages (11)
Github contributions (5)
elisim/Applied-Machine-Learning
Nov 2018 - May 2020
Repository for code assignments of Applied Machine Learning course by Prof. Lior Rokach in Ben-Gurion University
Contributions:114 commits, 13 PRs, 93 pushes in 1 year 6 months
applied-machine-learningpythonbendata-sciencemachine-learning-course
elisim/transformers
Dec 2022 - Dec 2023
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Contributions:160 pushes, 15 branches in 11 months
pytorchnlptransformersartdeep-learning
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