Justin Ryan Horowitz

Title: Innovations of Justin Ryan Horowitz

Introduction

Justin Ryan Horowitz is an accomplished inventor based in Huntersville, NC (US). He holds a total of seven patents, showcasing his expertise in the field of artificial intelligence and data processing. His innovative work has contributed significantly to advancements in technology.

Latest Patents

One of his latest patents is the "AI-based pattern identification transformer." This apparatus and method provide a neural network capable of learning from relatively small numbers of data elements. The pattern identification transformer neural network functions similarly to how humans transform data points. It can learn patterns from a limited number of examples and determine helpful attributes from single experiences. The neural network includes a multi-head attention module, a normalize module, and a feed-forward neural network. The multi-head attention module receives vectors corresponding to experiences, while the normalize module normalizes these vectors. The feed-forward neural network incorporates the received vectors into the overall neural network.

Another significant patent is the "Resource conservation system for scalable identification of a subset of inputs from among a group of inputs that contributed to an output." This system includes a determination processor that identifies a characterization output based on multiple data structures. The characterization output is derived from a plurality of inputs processed through a cascade of artificial intelligence models, both in sequence and in parallel. A numerical value is assigned to each data structure, indicating the certainty of the characterization. When this certainty exceeds a threshold, the determination processor identifies and ranks a subset of inputs that most contributed to the output.

Career Highlights

Throughout his career, Justin has worked with notable organizations, including Bank of America Corporation. His experience in these companies has allowed him to refine his skills and contribute to various innovative projects.

Collaborations

Justin has collaborated with talented individuals such as Melissa Podrazka and Andrew Yardley Vlasic. These partnerships have fostered a creative environment that encourages the development of groundbreaking ideas.

Conclusion

Justin Ryan Horowitz is a prominent inventor whose work in artificial intelligence and data processing has led to significant advancements in technology. His innovative patents and collaborations highlight his contributions to the field.