Bala Murali Krishna Ummaneni

Title: Innovations by Bala Murali Krishna Ummaneni

Introduction

Bala Murali Krishna Ummaneni is an accomplished inventor based in Bellevue, WA (US). He has made significant contributions to the field of technology, particularly in speech processing and database management. With a total of 3 patents, his work reflects a commitment to advancing innovative solutions.

Latest Patents

One of his latest patents is focused on speech processing dialog management. This system processes user utterances and text-based queries while tracking entities and context data during interactions. It enhances dialog management by filling slots for new intents through statistical processing of previously mentioned entities. The system utilizes vector representations, such as word embeddings, to compare entities and current slots, improving overall performance through statistical anaphora resolution.

Another notable patent is for a database with encryption key rotation. This innovative database design stores documents as multiple encrypted records, each representing incremental changes. The document key is secured with a group key, which is further protected by a first access key. When a request is made to rotate access keys, the database efficiently manages the decryption and re-encryption process, ensuring data security.

Career Highlights

Bala Murali Krishna Ummaneni is currently employed at Amazon Technologies, Inc., where he continues to develop cutting-edge technologies. His work at Amazon has allowed him to explore various innovative projects that contribute to the company's technological advancements.

Collaborations

He collaborates with talented individuals such as Lambert Leo Mathias and Ryan Scott Aldrich, enhancing the creative and innovative environment at Amazon Technologies, Inc.

Conclusion

Bala Murali Krishna Ummaneni's contributions to technology through his patents and work at Amazon Technologies, Inc. highlight his role as a significant innovator in the field. His advancements in speech processing and database management demonstrate the impact of his work on modern technology.