About

Hey there! I’m Eli Simhayev. I enjoy learning about deep learning, biology, and neuroscience, and I have also been privileged to work in these fields. Most importantly, I like to combine AI research and engineering with ownership of model training and deployment.

In my free time, I like to practice Vipassana meditation 🙂

Publications

• PIVEN: A Deep Neural Network for Prediction Intervals with Specific Value Prediction — by Eli Simhayev, Gilad Katz and Lior Rokach.

Blogs

I contributed to Time Series Transformers in 🤗 Hugging Face:

• Yes, Transformers are Effective for Time Series Forecasting (+ Autoformer) — by Eli Simhayev, Kashif Rasul and Niels Rogge.
• Multivariate Probabilistic Time Series Forecasting with Informer — by Eli Simhayev, Kashif Rasul and Niels Rogge.

Medium

• Creating Configurable Data Pre-Processing Pipelines by Combining Hydra and Sklearn — by Eli Simhayev & Benjamin Bodner.

Contact

You can contact me at elisimhayev@gmail.com.