Company Filing History:
Years Active: 2020-2025
Title: Shilpa Yadukumar Rao: Innovator in Retail Product Classification and Sales Decomposition
Introduction
Shilpa Yadukumar Rao is a prominent inventor based in Chennai, India. He has made significant contributions to the fields of retail product classification and sales volume analysis. With a total of 6 patents to his name, Rao has developed innovative systems that address critical challenges in product classification and sales strategy.
Latest Patents
One of Rao's latest patents is focused on the fine-grained classification of retail products. This invention addresses the challenges posed by slight variations in product images, which can complicate product classification. The system utilizes both object-level and part-level information to enhance classification accuracy. By employing a trained RC-Net, a deep supervised convolutional autoencoder, the system estimates the object-level classification score. Additionally, it identifies discriminative part-proposals around key points to model part-level information without the need for annotations. The final classification score is derived from the combined outputs of the RC-Net and a stacked convolutional LSTM network.
Another notable patent is the system and method for sales volume decomposition. This invention provides a comprehensive approach to understanding the sales volume of products by breaking it down into base volume and additional volumes associated with various sales drivers. The system computes a reference base volume that excludes the effects of sales drivers such as retailer price and demographics. By analyzing these factors, the system can recommend retail strategies in real-time based on the sales contributions of each driver.
Career Highlights
Shilpa Yadukumar Rao is currently employed at Tata Consultancy Services Limited, where he continues to innovate and contribute to the field of retail analytics. His work has garnered attention for its practical applications in improving product classification and sales strategies.
Collaborations
Rao has collaborated with notable coworkers, including Pranoy Hari and Avishek Kumar Shaw, to further enhance the impact of his inventions.
Conclusion
Shilpa Yadukumar Rao's contributions to the fields of retail product classification and sales volume analysis demonstrate his innovative spirit and commitment to solving real-world challenges. His patents reflect a deep understanding of technology and its application in the retail sector.