Company Filing History:
Years Active: 2022-2025
Title: Innovations of Ishan Sahu
Introduction
Ishan Sahu is an accomplished inventor based in Kolkata, India. He has made significant contributions to the field of deep learning and artificial intelligence. With a total of three patents to his name, Ishan is recognized for his innovative approaches to enhancing the efficiency and effectiveness of AI models.
Latest Patents
Ishan's latest patents include a method for combining compression, partitioning, and quantization of deep learning models for fitment in hardware processors. This innovation addresses the need for small and compact deep learning models suitable for embedded AI applications across various domains. His work focuses on transforming already trained models for deployment in ensemble embedded systems, particularly in scenarios with limited data for transfer learning. The method he developed is an iterative approach that refines partitions and generates a cascaded model for inference and training on ensemble hardware.
Another notable patent is a method and system for the joint selection of a feature subset-classifier pair for classification tasks. This method allows for the automatic classification of data associated with subjects or objects of interest. By utilizing a relax-greedy approach, the feature subset-classifier pair is determined simultaneously, providing an optimal combination for more accurate classification. This innovation significantly speeds up the classification task, making it a time-efficient solution.
Career Highlights
Ishan Sahu is currently employed at Tata Consultancy Services Limited, where he continues to push the boundaries of technology and innovation. His work at TCS has allowed him to collaborate with other talented professionals in the field.
Collaborations
Some of Ishan's coworkers include Arpan Pal and Arijit Ukil, who contribute to the collaborative environment that fosters innovation and creativity.
Conclusion
Ishan Sahu's contributions to the field of deep learning and artificial intelligence are noteworthy. His innovative patents reflect his commitment to advancing technology and improving the efficiency of AI applications. Through his work, Ishan continues to make a significant impact in the industry.