Marija Nikolic

Title: Marija Nikolic: Innovator in One-Hot Encoding Technology

Introduction

Marija Nikolic is a prominent inventor based in Zurich, Switzerland. She has made significant contributions to the field of data encoding, particularly through her innovative patent related to one-hot encoding techniques. Her work is instrumental in enhancing data processing methodologies.

Latest Patents

Marija holds a patent titled "One-hot encoder using lazy evaluation of relational statements." This invention provides a method and one or more non-transitory storage media to train and implement a one-hot encoder. During the training phase, the computation of an encoder state is performed by executing a set of relational statements to extract unique categories from a training data set. Each unique category is associated with a unique index, generating a one-hot encoding for each category. The execution of these relational statements is optimized by a query optimization engine, which postpones execution until the results are needed. This innovative approach allows for efficient data processing and encoding.

Career Highlights

Marija Nikolic is currently employed at Oracle International Corporation, where she applies her expertise in data encoding and optimization. Her work at Oracle has positioned her as a key player in the development of advanced data processing technologies.

Collaborations

Marija collaborates with talented colleagues, including Felix Schmidt and Matteo Casserini. Their combined efforts contribute to the advancement of innovative solutions in the field of data encoding.

Conclusion

Marija Nikolic's contributions to one-hot encoding technology exemplify her innovative spirit and dedication to advancing data processing methodologies. Her work continues to influence the field and inspire future innovations.