Company Filing History:
Years Active: 2025
Title: Innovations by Gargi Uday Kulkarni in Weld Quality Inspection
Introduction
Gargi Uday Kulkarni is an accomplished inventor based in Bengaluru, India. She has made significant contributions to the field of weld quality inspection through her innovative patent. Her work focuses on enhancing the accuracy and reliability of automated weld inspection systems, particularly in challenging conditions.
Latest Patents
Gargi holds a patent titled "Weld quality inspection with domain knowledge infused adaptive-network-based fuzzy inference system." This invention addresses the challenges posed by poor lighting conditions and specific image color formats that can hinder existing automated weld inspection systems. The method and system she developed utilize a Domain Knowledge Infused Adaptive-Network-based Fuzzy Inference System (DKI-ANFIS) to effectively inspect the quality of weld joints. The DKI-ANFIS employs domain-driven quality inspection techniques, utilizing a segmentation algorithm to extract weld joints in the form of fractals. An unsupervised technique is then applied to extract useful geometrical features from these fractals, which are crucial for generating a quality index. The weld inspection model, comprising the DKI-ANFIS, is designed to determine the quality of weld joints even in cases of class imbalance or limited data availability.
Career Highlights
Gargi is currently employed at Tata Consultancy Services Limited, where she continues to apply her expertise in innovative technologies. Her work has positioned her as a key player in the field of quality inspection, contributing to advancements that benefit various industries.
Collaborations
Gargi collaborates with talented professionals such as Shashwat Shahi and Shailesh Shankar Deshpande, enhancing her research and development efforts.
Conclusion
Gargi Uday Kulkarni's innovative approach to weld quality inspection exemplifies the impact of technology on industrial processes. Her contributions are paving the way for more reliable and efficient inspection systems in the welding industry.