Mario Fragoso

Title: Innovations of Mario Fragoso in Data Identification

Introduction

Mario Fragoso, an accomplished inventor based in Peoria, AZ, has made significant contributions to the field of data analysis and machine learning. With four patents to his name, he demonstrates a strong commitment to developing innovative solutions that address modern data challenges.

Latest Patents

Mario’s most recent patents focus on systems and methods for identifying data of interest using machine learning techniques. His inventions describe a comprehensive system that retrieves unstructured data from various internet sources through alert systems or RSS feeds. This system efficiently inputs the unstructured data into a variety of models and scoring systems, such as Naïve Bayes, long short-term memory (LSTM) models, named entity recognition (NER) models, semantic role labeling (SRL) models, sentiment scoring algorithms, and gradient boosted regression trees (GBRT). By determining whether the retrieved data is of interest, the system can generate alerts for manual review or integrate into an automated decision-making process.

Career Highlights

Currently, Mario Fragoso serves at American Express Travel Related Services Company, Inc., where he continues to leverage his expertise in machine learning and data analysis. His innovative work not only contributes to his organization but also sets new benchmarks in the industry.

Collaborations

Throughout his career, Mario has collaborated with talented individuals in the field, including his coworkers Sandeep Bose and Vinod Yadav. These collaborations have fostered an environment of creativity and innovation, allowing for impactful developments in the realm of data identification.

Conclusion

Mario Fragoso's inventive contributions reflect his dedication to advancing technology through the innovative applications of machine learning. With his ongoing work at American Express Travel Related Services Company, Inc., and his impressive portfolio of patents, he is poised to continue influencing the industry and inspiring future innovations.