Michael J Loughran

Title: Michael J Loughran: Innovator in Data Evaluation and Validation

Introduction

Michael J Loughran is a notable inventor based in Dublin, Ireland. He has made significant contributions to the field of data evaluation and validation, holding a total of 5 patents. His work primarily focuses on enhancing the efficiency and accuracy of data processing systems.

Latest Patents

One of his latest patents is titled "Embedding based heterogenous dataset evaluation." This invention generates a plurality of table embeddings using a trained document embedding model, which represents tables in a dataset. It also creates a query embedding that represents a natural language query regarding the dataset. The invention identifies a set of responsive tables based on a similarity score threshold between the first table embedding and the query embedding.

Another significant patent is "Data warehouse model validation." This invention relates to a system, method, and computer program product designed for validating data warehouse models. The system includes an ETL model and a corresponding data warehouse model. It features an element group locator for identifying element groups across both models, an inconsistency determiner for detecting inconsistencies, and an inconsistency recorder for documenting any missing or unexpected elements.

Career Highlights

Michael is currently employed at International Business Machines Corporation, commonly known as IBM. His role at IBM allows him to leverage his expertise in data evaluation and validation, contributing to innovative solutions in the tech industry.

Collaborations

Throughout his career, Michael has collaborated with talented individuals such as Gary Denner and Saurabh Bhola. These collaborations have fostered a creative environment that encourages the development of groundbreaking technologies.

Conclusion

Michael J Loughran is a distinguished inventor whose work in data evaluation and validation has made a significant impact in the field. His innovative patents and collaborations with industry professionals continue to drive advancements in technology.