Company Filing History:
Years Active: 2024
Title: Innovations by Luca Foschini
Introduction
Luca Foschini is an accomplished inventor based in Santa Barbara, CA. He has made significant contributions to the field of machine learning and health prediction. With a total of 4 patents, his work focuses on leveraging technology to improve health outcomes.
Latest Patents
One of his latest patents is titled "Sensor-based machine learning in a health prediction environment." This invention describes a machine learning prediction system that analyzes datasets of users with self-reported symptoms and data from wearable devices. The system aims to measure the impact of acute health conditions, such as the flu, at the population level. It trains a machine learning model to recognize individual health condition patterns based on user activity and baseline characteristics. The system can also take interventions to manage the impact of predicted health conditions on individuals.
Another notable patent is "Systems and methods for self-supervised learning based on naturally-occurring patterns of missing data." This method involves accessing a set of data records for multiple users, which represent physical statistics measured over time. The method generates masked data records by masking a subset of data in accordance with natural patterns of missingness. The machine learning system then generates learned representations from these masked records and fine-tunes a machine learning model for downstream tasks.
Career Highlights
Luca Foschini is currently employed at Evidation Health, Inc., where he continues to innovate in the field of health technology. His work is instrumental in developing systems that can predict health conditions and improve individual health management.
Collaborations
Luca collaborates with talented individuals such as Raghunandan Melkote Kainkaryam and Eamon Caddigan, contributing to a dynamic work environment that fosters innovation.
Conclusion
Luca Foschini's contributions to machine learning and health prediction demonstrate his commitment to improving health outcomes through technology. His innovative patents and collaborative efforts position him as a key figure in the field.