Company Filing History:
Years Active: 2021-2024
Title: Christian Carollo: Innovator in Machine Learning and Content Recommendations
Introduction
Christian Carollo is an accomplished inventor based in Seattle, WA (US). He has made significant contributions to the field of machine learning, particularly in the area of content-item recommendations. With a total of 4 patents to his name, Carollo continues to push the boundaries of technology and innovation.
Latest Patents
One of Carollo's latest patents focuses on content-item recommendations. This patent describes techniques, devices, and systems for generating trained machine-learning models that provide personalized content recommendations based on a user's consumption history. The system generates score data that indicates the correlation between content-item titles and the user's history, allowing for tailored recommendations. Additionally, the patent outlines methods for modifying this score data using biasing factors to enhance the relevance of the recommendations presented to users.
Another notable patent by Carollo involves custom compilation videos. This invention also utilizes trained machine-learning models to analyze a user's consumption history and generate a ranked list of content items that correlate highly with that history. The system retrieves videos associated with these content items to create a compilation video, ensuring that users receive a personalized viewing experience.
Career Highlights
Christian Carollo is currently employed at Valve Corporation, a leading company in the gaming industry. His work at Valve has allowed him to apply his innovative ideas and contribute to the development of cutting-edge technologies in gaming and content delivery.
Collaborations
Throughout his career, Carollo has collaborated with talented individuals such as Anthony John Cox and Adil Sardar. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.
Conclusion
Christian Carollo is a prominent inventor whose work in machine learning and content recommendations has made a significant impact in the tech industry. His innovative patents and contributions to Valve Corporation highlight his dedication to advancing technology and enhancing user experiences.