Calin-Bogdan Miron

Title: Calin-Bogdan Miron: Innovator in Data Classification and Privacy Techniques

Introduction

Calin-Bogdan Miron is a notable inventor based in Nottingham, GB. He has made significant contributions to the fields of data classification and privacy techniques, holding a total of 4 patents. His work focuses on enhancing machine learning models and ensuring secure data interactions.

Latest Patents

One of his latest patents is titled "Data prefiltering for large scale data classification." This patent discloses techniques for training a machine learning (ML) model to classify data elements effectively. The model can be applied to a first data volume, leading to the identification of data elements that fit a relevant classification. These identified elements are then used to configure a prefilter, which is applied to a second data volume to filter similar data elements for classification by the ML model.

Another significant patent is "Techniques for delegated inter-party private set intersection." This method involves receiving transformed data elements from two computing devices, which represent a transformation by a pseudorandom function. The process includes transmitting an indication of a subset of transformed data elements that are present in both sets, facilitating secure data intersection between parties.

Career Highlights

Calin-Bogdan Miron is currently employed at CrowdStrike, Inc., where he continues to innovate in the realm of cybersecurity and data management. His expertise in machine learning and data privacy has positioned him as a valuable asset in his field.

Collaborations

Throughout his career, Calin-Bogdan has collaborated with talented individuals such as Sandra Servia Rodriguez and Marian Radu. These partnerships have contributed to the advancement of his projects and the successful development of his patents.

Conclusion

Calin-Bogdan Miron is a distinguished inventor whose work in data classification and privacy techniques has made a significant impact in the technology sector. His innovative patents reflect his commitment to advancing machine learning and secure data practices.