Company Filing History:
Years Active: 2002-2022
Title: Harold Leon Ossher: Innovator in AI and Data Analytics
Introduction
Harold Leon Ossher is a prominent inventor based in South Salem, NY (US), known for his significant contributions to the fields of artificial intelligence and data analytics. With a total of 16 patents to his name, Ossher has made remarkable strides in developing innovative solutions that enhance the performance of AI systems.
Latest Patents
Among his latest patents, Ossher has developed a method for generating model insights by progressive partitioning of log data across a set of performance indicators. This invention focuses on creating actionable recommendations for tuning model metrics of an AI system. The process involves partitioning a key performance indicator (KPI) range associated with a target system into multiple buckets. Log data, which includes at least one KPI of the target system and various AI model metrics, is then distributed across these buckets. For each bucket, an aggregate value of the AI model metrics is computed and weighted according to the volume of log data present. A correlation factor is determined between the aggregate value and a representative KPI value for each bucket, leading to model tuning recommendations that can enhance the ranking of AI model metrics.
Another notable patent addresses the filtering of harmful training samples in active learning systems. This computing method receives a labeled sample from an annotator and determines a plurality of reference model risk scores for that sample. Each risk score corresponds to the risk associated with adding the sample to various reference models. The method calculates an overall risk score and determines a probe for confirmation of the sample, as well as a trust score for the annotator. Based on the trust score, the method decides whether to add the labeled sample to the ground truth or reject it.
Career Highlights
Ossher is currently employed at International Business Machines Corporation (IBM), where he continues to innovate and contribute to advancements in technology. His work has had a significant impact on the development of AI systems and data analytics methodologies.
Collaborations
Throughout his career, Ossher has collaborated with notable colleagues, including Michael Desmond and Vincent Joseph Kruskal. These collaborations have further enriched his work and contributed to the success of various projects.
Conclusion
Harold Leon Ossher stands out as a key figure in the realm of AI and data analytics, with a proven track record of innovation and collaboration. His patents reflect a deep understanding of technology and a commitment to
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.