Location History:
- Karnataka, IN (2021)
- Bengaluru, IN (2021 - 2022)
Company Filing History:
Years Active: 2021-2022
Title: Simarjot Kaur: Innovator in Autonomous Systems
Introduction
Simarjot Kaur is a prominent inventor based in Bengaluru, India. She has made significant contributions to the field of autonomous systems, holding a total of 4 patents. Her work focuses on enhancing AI-driven dialog systems and vehicle rollout decisions through innovative methodologies.
Latest Patents
One of her latest patents is titled "Method and system for automated autonomous intent mining." This invention involves an autonomous automated intent mining system that extracts intents from stored conversations in a text-based chat corpus. The system is designed for use in an AI-driven dialog system and includes an intelligent pre-processor for extracting conversation data from computer memory. It operates on the conversation data to identify relevant utterances and utilizes a representation processor to create numerical representations of these utterances. Additionally, a clustering processor generates clusters of utterances, classifying each identified relevant utterance into a cluster based on its numerical representation. Each generated cluster represents a unique intent for the AI-driven dialog system.
Another notable patent is the "Trained pattern analyzer for rollout decisions." This invention creates a historical task database that relates to vehicle rollout decisions, maintenance states, and subsequent deteriorations. The pattern analyzer employs an item-set mining algorithm on the task database to recommend whether a vehicle, given its current maintenance state, should be deployed. A supervisor uses this recommendation to make informed rollout decisions, which are then added to the database. The system learns from costly rollout errors made by supervisors and discovers combinations of defects that lead to rapid deterioration, making recommendations for maintenance rather than deployment.
Career Highlights
Simarjot Kaur is currently employed at Conduent Business Services, LLC, where she continues to innovate in the field of autonomous systems. Her work has garnered attention for its practical applications and contributions to AI technology.
Collaborations
Some of her notable coworkers include Arun Rajkumar and Saurabh Srivastava, who collaborate with her on various projects within the company.
Conclusion
Simarjot Kaur is a trailblazer in the realm of autonomous systems, with a focus on AI-driven solutions. Her innovative patents and contributions to the field highlight her expertise and commitment to advancing technology.