Ravi Kumar Raju Gottumukkala

Title: Innovations of Ravi Kumar Raju Gottumukkala

Introduction

Ravi Kumar Raju Gottumukkala is an accomplished inventor based in Bengaluru, India. He has made significant contributions to the field of technology, particularly in the area of text detection and entity identification. His innovative approach addresses the growing need for effective solutions in anomalous text detection.

Latest Patents

Ravi Kumar Raju Gottumukkala holds a patent for "Anomalous text detection and entity identification using exploration-exploitation and pre-trained language models." This patent focuses on enhancing the efficiency of anomalous text detection through a series of exploration-exploitation keyword extraction iterations. The process involves utilizing training corpus data to create a keyword list that meets specific threshold conditions. Following this, the method employs a language-model-based binary classification model to generate inferred anomaly probabilities and explanatory metadata, leading to informed prediction-based actions.

Career Highlights

Ravi is currently employed at Optum Technology, Inc., where he continues to develop innovative solutions in technology. His work is characterized by a commitment to improving the accuracy and efficiency of text detection systems.

Collaborations

Ravi collaborates with talented professionals such as Vineet Shukla and V Kishore Ayyadevara, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

Ravi Kumar Raju Gottumukkala exemplifies the spirit of innovation through his patent and contributions to technology. His work in anomalous text detection showcases the potential for advancements in this critical area.