This inventor holds 1 USPTO granted patent. Top assignee: L3harris Technologies, Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Innovations of Shoaib Shaikh in Anomaly Detection
Introduction
Shoaib Shaikh is an accomplished inventor based in Windermere, FL (US). He has made significant contributions to the field of data analysis and machine learning, particularly in the area of anomaly detection within distributed systems. His innovative approach has led to the development of a patented method that enhances the recognition of anomalous data.
Latest Patents
Shoaib holds a patent titled "Methods of training variational autoencoders to recognize anomalous data in distributed systems." This patent describes a process where input image data, representative of devices and processes in a distributed system, is provided to an encoder of a variational autoencoder (VAE) on a processor. The method involves compressing the input image data using a first plurality of weights with the encoder, creating a normal distribution of the compressed data in a latent space. The data is then decompressed using a second plurality of weights with a decoder, and the decompressed image data is optimized. The weights are updated based on the loss detected in the optimized data, and these steps are iterated until the decompressed data possesses statistical properties similar to the input data. Shoaib has 1 patent to his name.
Career Highlights
Shoaib is currently employed at L3Harris Technologies, Inc., where he applies his expertise in machine learning and data analysis. His work focuses on developing advanced technologies that improve the efficiency and reliability of distributed systems. His innovative methods have the potential to significantly enhance the performance of various applications in the tech industry.
Collaborations
Shoaib collaborates with talented professionals in his field, including Mark Donald Rahmes and Macaulay Osaisai. These collaborations foster an environment of innovation and creativity, allowing for the exchange of ideas and the development of cutting-edge solutions.
Conclusion
Shoaib Shaikh's contributions to the field of anomaly detection through his patented methods demonstrate his commitment to advancing technology. His work at L3Harris Technologies, Inc. and collaborations with fellow professionals highlight his role as a key innovator in the industry.