Company Filing History:
Years Active: 2017-2025
Title: **Innovator Spotlight: Ruiwen Zhang**
Introduction
Ruiwen Zhang, a prominent inventor based in Cary, NC, has made significant strides in the field of technology with a total of seven patents to his name. His innovative spirit and technical expertise have led to groundbreaking inventions that enhance predictive modeling and automation processes in various industries.
Latest Patents
Among Ruiwen Zhang's latest patents is the invention of a **Decoder-only transformer model for time series data**. This system utilizes a decoding approach to forecast a series of future data points in long sequence time series data. The method involves dividing data into sequences, converting these into vectors, and performing convolution operations to predict future data points efficiently.
Another notable patent is the **Automated control of a manufacturing process**. This process employs a computing device that trains a machine state predictive model using a generative adversarial network paired with an autoencoder. By processing observation vectors, the model learns to predict subsequent machine states crucial for manufacturing products effectively.
Career Highlights
Ruiwen Zhang is affiliated with SAS Institute Inc., a leader in analytics and business intelligence software. His work is characterized by innovative methodologies that are expected to set new benchmarks in predictive analytics and automation in manufacturing.
Collaborations
Throughout his career, Ruiwen has collaborated with notable colleagues such as Jun Liu and Weichen Wang. Their collective expertise has played a significant role in advancing their projects and contributions to the tech industry.
Conclusion
Ruiwen Zhang's contributions through his patents demonstrate his commitment to innovation and excellence in technology. His work not only reflects his individual capabilities but also showcases the importance of collaboration in achieving breakthrough inventions that can transform industries.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.