Location History:
- Raanana, IL (2017)
- Tel Aviv, IL (2013 - 2024)
Company Filing History:
Years Active: 2013-2024
Title: Innovations of Ran Bittmann
Introduction
Ran Bittmann is a notable inventor based in Tel Aviv, Israel. He has made significant contributions to the field of machine learning and data processing. With a total of 14 patents to his name, Bittmann's work focuses on enhancing the efficiency and effectiveness of machine learning models.
Latest Patents
One of his latest patents is titled "Visual labeling for machine learning training." This patent discloses systems, methods, and computer-readable media for visual labeling of training data items used in training machine learning models. The process involves generating training data items and creating visual labels, such as QR codes, for these items. The automation of creating both the training data item and the visual label is a key feature. The resulting labeled training data item includes a separator to distinguish between the training data item and the visual label. This labeled data is crucial for training and validating machine learning models, allowing them to analyze and identify training data items effectively.
Another significant patent focuses on "Determining threshold values based on sampled data." This invention provides a program that queries a database for a subset of records, each containing a value for a specific field. The program samples this subset to identify a set of records, sorts them based on their field values, and determines threshold values based on the sorted records. This innovation enhances data analysis and decision-making processes.
Career Highlights
Ran Bittmann has worked with prominent companies, including SAP SE. His experience in these organizations has contributed to his expertise in machine learning and data management.
Collaborations
Throughout his career, Bittmann has collaborated with notable individuals such as Michael Kemelmakher and Leonid Bobovich. These collaborations have likely enriched his work and led to innovative solutions in his field.
Conclusion
Ran Bittmann's contributions to machine learning and data processing through his patents demonstrate his innovative spirit and technical expertise. His work continues to influence advancements in the industry, making him a significant figure in the realm of technology.