Company Filing History:
Years Active: 2023
Title: Innovations by Inventor Stefan Zanona
Introduction
Stefan Zanona is a notable inventor based in Porto Alegre, Brazil. He has made significant contributions to the field of technology, particularly in the areas of credit eligibility prediction and time record management. With a total of 2 patents, his work showcases the intersection of machine learning and practical applications in business.
Latest Patents
One of Zanona's latest patents is a "Credit eligibility predictor." This invention involves extracting aspects from payroll data of employees within an organization. It utilizes historical data associated with certified tax credit eligibility to normalize the extracted data concerning data type and value. A neural network classifier generates multi-class outputs for each employee, indicating the likelihood of their eligibility for various tax credits. The process filters out data associated with employees deemed ineligible, prioritizing applications for tax credits based on the values and likelihoods of eligibility.
Another significant patent is related to "Multi-task deep learning of time record events." This invention provides a method, computer system, and program for managing time record events collected from multiple users. Each event includes geolocation data, which is modeled via machine learning. The system identifies a user's current geolocation and predicts suggested events based on this information, enhancing user engagement and efficiency.
Career Highlights
Stefan Zanona is currently employed at ADP, Inc., a company known for its innovative solutions in human resources and payroll services. His work at ADP allows him to apply his inventive ideas in a practical setting, contributing to the company's mission of providing efficient and effective services to its clients.
Collaborations
Zanona collaborates with talented individuals such as Wagner Peres and Guilherme Gomes. These partnerships foster a creative environment that encourages innovation and the development of groundbreaking technologies.
Conclusion
Stefan Zanona's contributions to technology through his patents reflect his commitment to innovation and problem-solving. His work not only enhances business processes but also demonstrates the potential of machine learning in everyday applications.