This inventor holds 1 USPTO granted patent. Top assignee: Crowdstrike, Inc.. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: Nikola Milicic: Innovator in Semantic Data Determination
Introduction
Nikola Milicic is a prominent inventor based in Berlin, Germany. He has made significant contributions to the field of data analysis and security through his innovative patent. His work focuses on utilizing large language models to enhance the understanding and determination of metadata in various data formats.
Latest Patents
Nikola holds a patent titled "Semantic data determination using a large language model." This patent discusses techniques for automatically determining metadata for fields of a data string, byte slice, or byte array using a semantic data model framework (SDMF) and a large language model (LLM). The LLM can provide field descriptions to the SDMF, which outputs additional or finer field descriptions. The techniques outlined in the patent can include determining descriptions for fields of a non-standardized data string from third-party entities, thereby enabling the analysis of third-party data strings for potential security threats. This innovation can significantly reduce the time required to identify missing metadata caused by the lack of standardization of field names and evolving data feeds.
Career Highlights
Nikola is currently employed at CrowdStrike, Inc., a leading cybersecurity company. His role involves leveraging his expertise in semantic data models and large language models to enhance data security and analysis. His innovative approach has positioned him as a valuable asset in the field of cybersecurity.
Collaborations
Nikola has collaborated with notable colleagues, including Ritesh Puj and Arnd Korn. Their combined efforts contribute to advancing the understanding and application of semantic data determination in various contexts.
Conclusion
Nikola Milicic is a key figure in the realm of semantic data determination, with a focus on enhancing data security through innovative techniques. His contributions, particularly his patent, reflect his commitment to advancing technology in the field.