This inventor holds 3 USPTO granted patents and 1 published patent application. Top assignee: Sap Se. Active years: 2020-2021.
Company Filing History:
Years Active: 2020-2021
Title: Darko Velkoski: Innovator in Text Analysis Technologies
Introduction
Darko Velkoski is a prominent inventor based in Berlin, Germany. He has made significant contributions to the field of text analysis and classification through his innovative patents. With a total of 3 patents, Velkoski continues to push the boundaries of technology in his area of expertise.
Latest Patents
One of Velkoski's latest patents is titled "Contextualized Text Description." This invention focuses on systems and methods for classifying text. A computing device can access an input sample comprising a first set of ordered words from a database. The device generates a first language model feature vector and a second language model feature vector for the input sample. It then creates a descriptor of the input sample using these vectors and writes it to the database.
Another notable patent is "Bi-Directional Contextualized Text Description." This invention involves analyzing text using an autoencoder language model trained on various language model training samples. The computing device generates a first feature vector using an input sample and the autoencoder language model. It subsequently creates a descriptor of the input sample using the target model and the first feature vector.
Career Highlights
Darko Velkoski is currently employed at SAP SE, where he applies his expertise in text analysis technologies. His work at SAP SE has allowed him to develop innovative solutions that enhance the understanding and classification of text data.
Collaborations
Throughout his career, Velkoski has collaborated with talented individuals such as Christian Reisswig and Sohyeong Kim. These collaborations have contributed to the advancement of his projects and the development of cutting-edge technologies.
Conclusion
Darko Velkoski is a notable inventor whose work in text analysis has led to significant advancements in the field. His innovative patents and contributions to SAP SE highlight his commitment to pushing the boundaries of technology.