Arun Chikkatur Murthy

Title: Innovations by Arun Chikkatur Murthy

Introduction

Arun Chikkatur Murthy is an accomplished inventor based in Palo Alto, CA. He has made significant contributions to the field of natural language data analytics, holding a total of 4 patents. His work focuses on enhancing the verification and processing of data analytics requests through innovative systems.

Latest Patents

One of Arun's latest patents is titled "Verification of execution of natural language data analytics requests." This system performs verification of results using a machine learning-based language model. It generates an execution plan comprising ordered data processing steps to produce analytical results. The system traverses the execution plan in reverse, identifying applicable invariants and producing structured query input. It generates executable verification code that is executed on step inputs/outputs to determine invariant satisfaction without exposing raw data. Discrepancies are localized to specific steps, correlated with possible root causes, and presented in a detailed verification report. This system provides metadata-driven, privacy-preserving, explainable verification of AI-generated analytics, enabling error detection and ensuring correctness across complex multi-source analytical workflows.

Another notable patent is "Processing natural language based data analytics requests using partially materialized execution plans." This system generates partially materialized execution plans for processing natural language data analytics requests. The plan comprises a set of instructions identified as materialized, which remain unchanged if the plan is regenerated. The system iteratively refines the partially materialized execution plan and executes the finalized plan to generate a report that can be displayed via a user interface, such as a dashboard.

Career Highlights

Arun Chikkatur Murthy is currently employed at Isotopes AI, Inc., where he continues to innovate in the field of data analytics. His work has been instrumental in advancing the capabilities of natural language processing and analytics.

Collaborations

Arun collaborates with talented individuals such as Prasanth Jayachandran and Gopal Vijayaraghavan, contributing to a dynamic and innovative work environment.

Conclusion

Arun Chikkatur Murthy's contributions to natural language data analytics through his patents and work at Isotopes AI, Inc. highlight his role as a leading inventor in this field. His innovative systems are paving the way for more accurate and efficient data analytics processes.