Company Filing History:
Years Active: 2022-2025
Title: Marco Lagi: Innovator in Network Traffic Classification
Introduction
Marco Lagi is a prominent inventor based in Medford, MA, known for his contributions to the field of network traffic classification. With a total of seven patents to his name, Lagi has developed innovative methods that leverage machine learning to enhance the understanding and management of network data.
Latest Patents
Among his latest patents is a method for machine-learned classification of network traffic. This method involves receiving target input data that includes keyword input data and accessing processed network data comprising multiple groups. Each group contains a plurality of URL data objects associated with an entity. The process generates a dynamic intent score for each group by extracting keywords from webpages linked to the URL data objects and comparing them with the target input data. This results in a ranking of groups based on their dynamic intent scores, ultimately leading to the generation of a target account list.
Another significant patent by Lagi focuses on classifying network traffic through a similar methodology. It includes accessing processed network data with multiple groups and generating dynamic intent scores by averaging the highest comparison values derived from URL data objects within each group. This innovative approach enhances the efficiency of network traffic classification.
Career Highlights
Marco Lagi has worked with notable companies such as HubSpot, Inc. and Intentsify, LLC. His experience in these organizations has contributed to his expertise in developing advanced methods for network data analysis.
Collaborations
Lagi has collaborated with professionals like Hector Urdiales and Stuart P. Layton, further enriching his work in the field of network traffic classification.
Conclusion
Marco Lagi's innovative contributions to network traffic classification through machine learning exemplify his role as a leading inventor in this domain. His patents reflect a commitment to advancing technology and improving network data management.