Sara Mikulic

Title: Sara Mikulic: Innovator in Conversational AI

Introduction

Sara Mikulic is a prominent inventor based in McLean, VA (US). She has made significant contributions to the field of conversational AI, holding a total of 5 patents. Her work focuses on developing systems and methods that enhance user interaction through dynamic conversational responses.

Latest Patents

One of her latest patents is titled "Systems and methods for generating conversational responses using machine learning models." This patent describes methods for generating dynamic conversational responses in real time, reflecting the likely goals and intents of users. The two-tier machine learning model utilized in this patent includes a first tier that determines an intent cluster based on feature input, and a second tier that identifies a specific intent from that cluster. Another notable patent is "Systems and methods for generating dynamic conversational queries in user interfaces using state machine libraries." This invention provides a means for actively determining a user's intent and generating dynamic queries in a conversational environment, moving beyond simple reactive systems.

Career Highlights

Sara Mikulic currently works at Capital One Services, LLC, where she continues to innovate in the field of conversational AI. Her expertise in machine learning and user interaction design has positioned her as a leader in her field.

Collaborations

Sara has collaborated with talented individuals such as Minh Le and Rui Zhang, contributing to the advancement of technology in conversational interfaces.

Conclusion

Sara Mikulic's work in conversational AI exemplifies the innovative spirit of modern inventors. Her patents reflect a commitment to enhancing user experience through advanced technology.