Nikhil Kilari

Title: Nikhil Kilari: Innovator in Fashion Technology and E-commerce Solutions

Introduction

Nikhil Kilari is a prominent inventor based in Bengaluru, India. He has made significant contributions to the fields of fashion technology and e-commerce through his innovative patents. With a total of 3 patents, Kilari is recognized for his cutting-edge solutions that enhance user experience in fashion and product recommendations.

Latest Patents

One of Kilari's latest patents is titled "Method and system for generating color variants for fashion apparels." This invention introduces a Fashion Apparel Regeneration—Generative Adversarial Network (FAR—GAN) that generates color variants of fashion apparel. The FAR—GAN employs a two-step encoding process to encapsulate both an input image and edge-map information, along with a target color embedding branch. This allows for the manipulation of color information in the fashion apparel present in the input image, transforming it to a desired target color. The system disentangles color and structural information using a color consistency loss, enabling end-to-end training without complex multi-step processes.

Another notable patent is the "Method, system, and non-transitory machine-readable information storage medium for personalized substitute product recommendation." This invention addresses the challenges of traditional product recommendation systems, which often lack personalization. By utilizing Personalized Attribute Search Networks (PAtSNets) interleaved with Attentive Style Embedding (ASE) modules, Kilari's method generates an attribute-aware feature representation vector of a query image. This vector conforms to the personalization instructions specified by the user, allowing for accurate substitute product recommendations that meet user requirements.

Career Highlights

Nikhil Kilari is currently employed at Tata Consultancy Services Limited, where he continues to innovate and develop solutions in technology. His work focuses on enhancing user experiences in e-commerce and fashion technology, making him a valuable asset to his organization.

Collaborations

Some of Kilari's notable coworkers include Jayavardhana Rama Gubbi Lakshminarasimha and Gaurab Bhattacharya. Their collaboration fosters a creative environment that drives innovation and technological advancements.

Conclusion

Nikhil Kilari's contributions to fashion technology and e-commerce through his innovative patents demonstrate his commitment to enhancing user experiences. His work continues to influence the industry, making him a noteworthy inventor in his field.