Company Filing History:
Years Active: 2023-2025
Title: Innovations of Soujanya Lanka
Introduction
Soujanya Lanka is an accomplished inventor based in Singapore, known for his contributions to the field of information retrieval and chatbot technology. With a total of two patents to his name, he has made significant strides in enhancing the capabilities of semantic search engines and conversational systems.
Latest Patents
One of Soujanya's latest patents is titled "Semantic search architecture for information retrieval with natural language queries." This invention discloses techniques for operating a semantic search engine that retrieves records from a data store. The process involves training a retrieval model using various training data sets that include queries and corresponding records. The trained model generates an output vector representing a received semantic search query and calculates similarity scores for candidate records. This innovation aims to improve the efficiency and accuracy of information retrieval.
Another notable patent is "Entity resolution for chatbot conversations." This system enables chatbots to engage in conversations with users while performing specific tasks. It is designed as a multi-tenant system that allows customization for each tenant. The system utilizes an intent detection model to determine user intent and identifies corresponding entities to perform tasks effectively. This advancement enhances user interaction and task execution in chatbot applications.
Career Highlights
Soujanya has worked with prominent companies such as Salesforce, Inc. and PayPal, Inc. His experience in these organizations has contributed to his expertise in developing innovative solutions in technology and user interaction.
Collaborations
Soujanya has collaborated with talented individuals in his field, including Xinyi Yang and Tian Xie. Their combined efforts have led to advancements in the technologies they have worked on together.
Conclusion
Soujanya Lanka's contributions to the fields of semantic search and chatbot technology demonstrate his innovative spirit and commitment to enhancing user experiences. His patents reflect a deep understanding of technology and its applications in real-world scenarios.