Company Filing History:
Years Active: 2022-2024
Title: Innovations of Joo Seong Jeong
Introduction
Joo Seong Jeong is a prominent inventor based in Seoul, South Korea. He has made significant contributions to the field of machine learning and artificial intelligence. With a total of five patents to his name, Joo is recognized for his innovative approaches to complex technological challenges.
Latest Patents
One of Joo Seong Jeong's latest patents is titled "Selective batching for inference system for transformer-based generation tasks." This invention describes an inference system that applies a machine-learning transformer model to a batch of requests with variable input length, target length, or internal state length. The system selectively batches a subset of operations in the transformer model while processing requests in the batch individually for certain operations. Specifically, the attention operation of an encoder or decoder of the transformer model can be processed individually. This selective batching allows for efficient utilization of hardware accelerators' parallel computation capabilities while avoiding unnecessary computations that arise from workarounds that require all requests in a batch to be of the same length.
Career Highlights
Joo Seong Jeong is currently employed at Friendliai Inc., where he continues to develop innovative solutions in the field of artificial intelligence. His work has garnered attention for its practical applications and potential to enhance machine learning systems.
Collaborations
Some of Joo's notable coworkers include Gyeongin Yu and Geon-Woo Kim, who collaborate with him on various projects at Friendliai Inc.
Conclusion
Joo Seong Jeong's contributions to the field of machine learning through his patents and work at Friendliai Inc. highlight his role as an influential inventor. His innovative approaches continue to shape the future of technology in significant ways.