This inventor holds 4 USPTO granted patents and 1 published patent application. Top assignee: Allstate Insurance Company. Active years: 2024-2026.
Location History:
- Aurora, IL (US) (2024)
- Northbrook, IL (US) (2024)
Company Filing History:
Years Active: 2024-2026
Title: Tia Miceli: Innovator in Computer Vision Technology
Introduction
Tia Miceli is an accomplished inventor based in Aurora, IL (US). She has made significant contributions to the field of computer vision, particularly in asset evaluation and loss prediction. With a total of 4 patents, her work is paving the way for advancements in how properties are assessed and managed.
Latest Patents
One of Tia's latest patents focuses on "Computer vision methods for loss prediction and asset evaluation based on aerial images." This innovation utilizes computer vision techniques to enhance asset evaluation processes. A computing platform can receive historical images of various properties along with their corresponding inspection results. By training a roof waiver model, the platform can predict inspection outcomes directly from new images of residential properties. This model helps determine whether a physical inspection is necessary based on the likelihood of passing inspection.
Another notable patent by Tia is also titled "Computer vision methods for loss prediction and asset evaluation based on aerial images." This invention aims to forecast damage by analyzing aerial images of residential properties alongside historical loss data. The computing platform can train a computer vision model to output a likelihood of damage score from new images. This information is then communicated to user devices, allowing for timely assessments of potential property damage.
Career Highlights
Tia Miceli is currently employed at Allstate Insurance Company, where she applies her expertise in computer vision to improve asset management and risk assessment. Her innovative approaches have garnered attention within the industry, showcasing her ability to blend technology with practical applications.
Collaborations
Tia has collaborated with notable colleagues such as Jean Utke and Deborah-Anna Reznek. These partnerships have further enriched her work and contributed to the development of cutting-edge solutions in her field.
Conclusion
Tia Miceli's contributions to computer vision technology are significant and impactful. Her patents reflect a commitment to innovation that enhances property evaluation and damage prediction. As she continues her work at Allstate Insurance Company, Tia is poised to make even greater strides in the industry.