Company Filing History:
Years Active: 2024-2025
Title: Bo Pang: Innovator in Program Synthesis and Machine Learning
Introduction
Bo Pang is a notable inventor based in Los Angeles, CA, who has made significant contributions to the fields of program synthesis and machine learning. With a total of 3 patents, he has developed innovative systems that enhance the capabilities of artificial intelligence in understanding and generating code.
Latest Patents
One of Bo Pang's latest patents is titled "Systems and methods for shared latent space prompt tuning." This invention provides a prompt-based transfer learning method that utilizes a shared latent space among all source and target tasks. Each vector in this space captures a basis skill necessary for performing specific tasks. The method encodes instances into representation vectors, queries the latent space, and generates skill vectors that modulate a frozen model to produce answers for various instances.
Another significant patent is "Systems and methods for a conversational framework of program synthesis." This framework generates code programs through a multi-turn conversation between a user and a system. The description of the target problem is broken down into multiple steps, with each step involving a natural language prompt. The model synthesizes functionally correct subprograms based on user utterances and previous descriptions, ultimately combining them to form a complete program in response to the target problem.
Career Highlights
Bo Pang is currently employed at Salesforce, Inc., where he continues to push the boundaries of technology through his innovative work. His expertise in machine learning and program synthesis has positioned him as a key player in the development of advanced AI systems.
Collaborations
Throughout his career, Bo has collaborated with talented individuals such as Yingbo Zhou and Erik Lennart Nijkamp. These collaborations have fostered an environment of creativity and innovation, leading to the development of groundbreaking technologies.
Conclusion
Bo Pang is a distinguished inventor whose work in program synthesis and machine learning has the potential to revolutionize how we interact with technology. His contributions are paving the way for more intuitive and efficient AI systems.