Company Filing History:
Years Active: 2015-2020
Title: **Edward Kandrot: Innovator in Machine Learning and 3D Mapping**
Introduction
Edward Kandrot, an accomplished inventor based in San Jose, CA, has made significant strides in the fields of machine learning and 3D mapping. With a total of three patents to his name, his innovative work showcases his expertise and forward-thinking approach to technology.
Latest Patents
Kandrot's recent patents highlight important advancements in computer processing and visualization. One of his latest inventions is a system for batch processing requests for trained machine learning models, which focuses on better memory management for processors like GPUs. This invention allows requests received by a CPU to be stored in a queue until processing capacity becomes available, effectively optimizing the workflow. The ability to batch and send requests to GPUs as single messages enhances performance and efficiency.
Another notable patent is for a system and method for highlighting features in a 3D map while preserving depth. This innovative mapping tool allows users to interact with 3D maps, where features can be selected by touch. The technology employs ray intersection to pinpoint the selected feature and captures multiple frames around it, blending them to create a nuanced depth effect. The highlighted feature is rendered crisply against a blurred background, improving user experience in navigation applications.
Career Highlights
Edward Kandrot's career includes valuable contributions to well-known companies such as Apple Inc. and A9.com, Inc. His varied experiences in these esteemed organizations have allowed him to refine his skills and drive innovation within the tech industry.
Collaborations
During his career, Kandrot has worked alongside talented individuals such as Patrick Steven Piemonte and Billy P. Chen. Collaborating with these professionals enables him to capitalize on shared knowledge and foster creativity, paving the way for groundbreaking solutions.
Conclusion
Edward Kandrot's contributions to machine learning and 3D mapping represent his passion for innovation and technology. His patents not only underscore his inventive capacity but also demonstrate the potential impact that advancements in software can have on user interactions and efficiency in processing tasks. As technology continues to evolve, Kandrot's work serves as a beacon of progression in the industry.