Company Filing History:
Years Active: 2023-2024
Title: Ana Ananthakumar: Innovator in Predictive Modeling
Introduction
Ana Ananthakumar is a prominent inventor based in Chicago, IL (US). She has made significant contributions to the field of predictive modeling, particularly in the context of electronic currency valuation. With a total of 2 patents, her work showcases the intersection of technology and finance.
Latest Patents
Ana's latest patents include "Merchant incremental electronic impact value prediction and ranking using multiple machine learning models." This invention discloses methods, apparatus, systems, and computer program products that utilize specially configured machine learning models to generate incremental currency values associated with target merchant data objects. The patent outlines a counterfactual model designed to generate a counterfactual electronic currency value, which aids in determining the incremental electronic currency impact and ranking other models.
Another notable patent is "Apparatus, method, and non-transitory computer storage medium for performing predictive inferences using multiple predictive models." This invention describes a method and apparatus for generating cross-model predictive outputs using various predictive models. The technology involves obtaining a model selection probability distribution and determining cross-model predictive scores for a range of predictive inputs.
Career Highlights
Ana Ananthakumar is currently employed at Groupon, Inc., where she applies her expertise in machine learning and predictive analytics. Her innovative work has positioned her as a key player in the development of advanced predictive models that enhance decision-making processes in the financial sector.
Collaborations
Ana has collaborated with notable colleagues, including Andrew Lisy and Situo Liu. These partnerships have fostered a collaborative environment that encourages the exchange of ideas and innovation.
Conclusion
Ana Ananthakumar is a trailblazer in the field of predictive modeling, with her patents reflecting her commitment to advancing technology in finance. Her contributions continue to influence the industry and inspire future innovations.