Company Filing History:
Years Active: 2021-2025
Title: John E Ortega, Jr: Innovator in Artificial Intelligence
Introduction
John E Ortega, Jr. is a notable inventor based in New York, NY (US), recognized for his contributions to the field of artificial intelligence. He holds a total of 6 patents, showcasing his innovative approach to solving complex problems through technology.
Latest Patents
One of his latest patents focuses on detecting data anomalies using artificial intelligence. The systems and methods disclosed in this patent receive a dataset that includes an observed set of values for a set of variables. The system utilizes a first set of AI models to identify anomalies by comparing observed patterns against multiple reference patterns. Additionally, it employs a second set of AI models to evaluate these anomalies by comparing observed association rules with expected ones. Finally, a third set of AI models generates reconfiguration commands to remove the identified anomalies, which can be automatically executed to align the observed association rules with the expected ones.
Another significant patent involves using intent-based rankings to generate responses from large language models. This system generates responses by retrieving documents based on an output generation request. The documents are partitioned into chunks and ranked according to the distance between the vector representation of the request and each chunk. A second AI model classifies the request and chunks based on intent, generating a second set of rankings that the AI models use to produce a response.
Career Highlights
Throughout his career, John has worked with prominent companies such as Citibank and Nuance Communications, Inc. His experience in these organizations has contributed to his expertise in developing innovative AI solutions.
Collaborations
John has collaborated with talented individuals in the field, including Alberto Cetoli and Jason Ryan Engelbrecht. These partnerships have likely enhanced his work and led to further advancements in his projects.
Conclusion
John E Ortega, Jr. is a distinguished inventor whose work in artificial intelligence has led to significant advancements in data anomaly detection and response generation. His contributions continue to shape the future of technology and innovation.