Company Filing History:
Years Active: 2021-2025
Title: Innovations by David Kettler
Introduction
David Kettler is an accomplished inventor based in Bellevue, WA (US), known for his significant contributions to the field of neural networks. With a total of five patents to his name, Kettler has been at the forefront of developing innovative solutions that enhance multimedia classification processes.
Latest Patents
One of Kettler's latest patents is titled "Neural Network Orchestration." This invention allows for the selection of the most suitable neural network engines to classify various segments of media files, such as audio, images, and videos. By analyzing the characteristics of the input media, the system can determine which neural networks are best suited for specific classification tasks. This approach eliminates guesswork and enables real-time construction of inter-classifier neural networks tailored to the media's attributes.
Another notable patent is the "System and Method for Neural Network Orchestration." This patent outlines methods for classifying multimedia files using interclass data. The process involves receiving transcription results from audio segments, identifying segments with low confidence accuracy, and utilizing image classification results to select appropriate transcription engines for re-classification. This innovative method enhances the accuracy and reliability of multimedia classification.
Career Highlights
Throughout his career, David Kettler has worked with various companies, including Veritone, Inc. His experience in the industry has allowed him to develop cutting-edge technologies that push the boundaries of neural network applications.
Collaborations
Kettler has collaborated with notable professionals in the field, including Peter Quoc Nguyen and Chad Steelberg. These partnerships have contributed to the advancement of his innovative projects and patents.
Conclusion
David Kettler's work in neural network orchestration represents a significant advancement in multimedia classification technology. His patents reflect a deep understanding of the complexities involved in processing various media types, showcasing his innovative spirit and dedication to improving technology.