Company Filing History:
Years Active: 2025
Title: Innovations by Michael Bachman
Introduction
Michael Bachman is an accomplished inventor based in Bala Cynwyd, PA (US). He has made significant contributions to the field of data integration through his innovative patents. With a total of two patents to his name, Bachman is recognized for his expertise in utilizing artificial intelligence for data management.
Latest Patents
Bachman's latest patents include "Automated generation of data objects using semantic comparisons and artificial intelligence." This invention addresses the technical challenges associated with constructing data objects within integration processes. The disclosed embodiments enable the automated generation of data objects by converting data into reference vector embeddings that define a semantic location within a multi-dimensional vector space. User requests are transformed into input vector embeddings, which are then semantically compared to identify similar data. This process allows for the generation of prompts that can be input into a generative language model to automatically produce data objects for integration.
Another notable patent is "Automated data mapping using semantic comparisons and artificial intelligence." This invention also tackles the technical expertise required to create data maps between sources and targets in integration processes. Similar to his previous patent, data is converted into reference vector embeddings, and user requests are transformed into input vector embeddings. The semantic comparison of these embeddings facilitates the identification of similar data, which can then be used to generate prompts for a generative language model, ultimately producing data maps for integration.
Career Highlights
Bachman is currently employed at Boomi, Inc., where he continues to innovate in the field of data integration. His work focuses on leveraging artificial intelligence to simplify complex data processes, making it easier for organizations to manage their data effectively.
Collaborations
Some of his notable coworkers include Swagata Ashwani and Chris Cappetta, who contribute to the collaborative environment at Boomi, Inc. Their combined expertise fosters innovation and drives the development of cutting-edge solutions in data integration.
Conclusion
Michael Bachman is a prominent inventor whose work in automated data generation and mapping has the potential to revolutionize data integration processes. His contributions reflect a deep understanding of artificial intelligence and its applications in simplifying complex data challenges.