Jason Ryan Engelbrecht

Title: Innovations of Jason Ryan Engelbrecht

Introduction

Jason Ryan Engelbrecht is a notable inventor based in London, GB. He has made significant contributions to the field of artificial intelligence, holding a total of five patents. His work focuses on enhancing data analysis and response generation through innovative AI models.

Latest Patents

One of Engelbrecht's latest patents is titled "Detecting Data Anomalies Using Artificial Intelligence." This invention involves systems and methods that receive a dataset with observed values for various variables. The system utilizes a first set of AI models to identify anomalies by comparing observed patterns against multiple reference patterns. Additionally, it employs a second set of AI models to evaluate these anomalies by comparing observed association rules with expected ones. Finally, a third set of AI models generates reconfiguration commands to eliminate the identified anomalies, ensuring that the observed association rules align with the expected ones.

Another significant patent is "Using Intent-Based Rankings to Generate Large Language Model Responses." This system generates responses from AI models, such as large language models (LLM), based on intent-based rankings of retrieved information. The process begins with an output generation request, followed by the retrieval of relevant documents. These documents are then partitioned into chunks and ranked based on their vector representations. A second AI model classifies the request and chunks according to their intents, generating a second set of rankings that the AI models use to produce a response.

Career Highlights

Engelbrecht is currently employed at Citibank, N.A., where he applies his expertise in artificial intelligence to enhance banking operations. His innovative approaches have contributed to the development of advanced systems that improve data processing and decision-making.

Collaborations

Engelbrecht has collaborated with notable colleagues, including Alberto Cetoli and John E Ortega, Jr. These partnerships have fostered a creative environment that encourages the development of groundbreaking technologies.

Conclusion

Jason Ryan Engelbrecht is a prominent inventor whose work in artificial intelligence has led to significant advancements in data analysis and response generation. His contributions continue to shape the future of technology in the banking sector and beyond.