Funda Gunes

Title: Funda Gunes: Innovator in Machine Learning

Introduction

Funda Gunes is a notable inventor based in Morrisville, NC (US). She has made significant contributions to the field of machine learning, particularly in the area of feature selection and hyperparameter tuning. Her innovative work has led to the development of a unique system that enhances the efficiency of machine learning models.

Latest Patents

Funda Gunes holds a patent for a "System for automatic, simultaneous feature selection and hyperparameter tuning for a machine learning model." This invention involves a computing device that selects a feature set and hyperparameters to predict a value for a characteristic in a scoring dataset. The process includes determining the number of training model iterations and selecting unique evaluation pairs for each iteration. Each trained machine learning model is validated to compute a performance measure value, leading to the selection of a final feature set and hyperparameter configuration based on the computed performance measure value. She has 1 patent to her name.

Career Highlights

Funda Gunes is currently employed at SAS Institute Inc., where she continues to push the boundaries of machine learning technology. Her work at SAS has allowed her to collaborate with other talented professionals in the field, contributing to advancements in data analytics and artificial intelligence.

Collaborations

Some of her notable coworkers include Wendy Ann Czika and Susan Edwards Haller. Their collective expertise fosters an environment of innovation and creativity, further enhancing the impact of their work in the industry.

Conclusion

Funda Gunes is a pioneering inventor whose contributions to machine learning are shaping the future of technology. Her patent and ongoing work at SAS Institute Inc. exemplify her commitment to innovation and excellence in her field.