Location History:
- Boulder, CO (2022)
- Boulder, CO (US) (2022)
Company Filing History:
1 out of 164,108 
1 out of 459 
1 out of 768 
Years Active: 2022
Title: Osman Asif Malik: Innovator in Data Analysis and Clustering
Introduction
Osman Asif Malik is a notable inventor based in Boulder, Colorado. He has made significant contributions to the field of data analysis and clustering, holding 2 patents that showcase his innovative methods. His work focuses on optimizing data grouping and predictions from time-varying graphs.
Latest Patents
One of his latest patents involves a method for data clustering. This method includes obtaining a first matrix that represents data in a dataset and determining the number of clusters for grouping the data. The process further constructs a second matrix using the first matrix and the number of clusters, representing a formulation of an optimization problem. The method solves this optimization problem to generate a solution that maps into a first solution matrix, ultimately grouping the data into multiple clusters.
Another significant patent by Malik is related to tensor-based predictions from the analysis of time-varying graphs. This computer-implemented method analyzes graphs that include nodes and edges representing elements and transactions in a network. The method constructs adjacency and feature matrices for stacking into tensors, which are then partitioned for training and validation. An optimized embedding-prediction model pair is created through this process, enhancing the analysis of dynamic networks.
Career Highlights
Osman has worked with prestigious organizations, including IBM and Tufts University. His experience in these institutions has allowed him to refine his skills and contribute to groundbreaking research in data analysis.
Collaborations
He has collaborated with notable professionals in his field, including Lior Horesh and Shashanka Ubaru. These collaborations have further enriched his work and expanded the impact of his inventions.
Conclusion
Osman Asif Malik is a distinguished inventor whose work in data clustering and analysis has paved the way for advancements in the field. His innovative patents reflect his commitment to enhancing data processing techniques.
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.