Location History:
- Herzelia, IL (US) (2017)
- Herzelia, IL (2014 - 2020)
- Haifa, IL (2017 - 2021)
- Hoboken, NJ (US) (2020 - 2023)
Company Filing History:
4 out of 22,541 
4 out of 635 
2 out of 2,367 
Years Active: 2014-2023
Title: Zohar Karnin: Innovator in Machine Learning Technologies
Introduction
Zohar Karnin is a prominent inventor based in Herzelia, Israel. He has made significant contributions to the field of machine learning, holding a total of 13 patents. His work focuses on enhancing the efficiency and effectiveness of machine learning processes.
Latest Patents
Karnin's latest patents include groundbreaking techniques for automated machine learning pipeline exploration and deployment. This innovation allows users to construct optimized ML pipelines by simply providing a dataset and identifying a target column. The system evaluates multiple candidate ML pipelines through an exploration process, ultimately delivering the best option for production inference. Another notable patent involves intelligent compute resource selection for machine learning training jobs. This technique executes a training job multiple times using various resource configurations, measuring performance metrics to recommend the most effective setup for optimal results.
Career Highlights
Throughout his career, Zohar Karnin has worked with leading companies such as Amazon Technologies, Inc. and Oath Inc. His experience in these organizations has allowed him to refine his skills and contribute to innovative projects in the tech industry.
Collaborations
Karnin has collaborated with notable professionals in the field, including Edo Liberty and Stefano Stefani. These partnerships have further enriched his work and expanded the impact of his inventions.
Conclusion
Zohar Karnin is a distinguished inventor whose contributions to machine learning are shaping the future of technology. His innovative patents and collaborations highlight his commitment to advancing the field.