Location History:
- Seattle, WA (US) (2009 - 2012)
- Kirkland, WA (US) (2009 - 2014)
Company Filing History:
Years Active: 2009-2014
Title: Innovations by Kushal Chakrabarti: A Pioneer in Recommendation Systems
Introduction
Kushal Chakrabarti, a prominent inventor based in Kirkland, WA, is recognized for his significant contributions to the field of recommendation systems. With a remarkable portfolio of 14 patents, he has played a pivotal role in enhancing user experience through advanced technological solutions. His innovative mindset continues to shape the way consumers interact with digital platforms.
Latest Patents
Chakrabarti's most recent patents focus on sophisticated recommendation systems that integrate multiple recommenders. One notable patent introduces a system for selecting items to recommend to users, wherein a recommendation engine housing various recommenders generates candidate suggestions by retrieving item preference data. Each recommender is adept at scoring these candidates based on distinct reasoning for their recommendations. Furthermore, a normalization engine is employed to standardize these scores, enabling users to receive tailored recommendations along with the rationale behind each suggestion.
Another significant patent outlines an item recommendation system that leverages user ratings of clustered items. Through innovative computer-implemented processes, items are classified via clustering algorithms, allowing the system to personalize recommendations based on users' interactions with these clusters. Users can rate entire clusters, and this feedback is pivotal in refining the recommendations generated for them.
Career Highlights
Kushal Chakrabarti has made significant strides at Amazon Technologies, Inc., where he has been instrumental in developing and enhancing sophisticated recommendation technologies. His dedication to innovation has not only resulted in a robust collection of patents but also in substantial advancements in how users receive and interact with recommendations.
Collaborations
Throughout his career, Chakrabarti has collaborated with notable individuals, including George M Ionkov and James D Chan. These partnerships have contributed to the collective innovation efforts at Amazon Technologies, fostering an environment of creativity and advancement in technology.
Conclusion
Kushal Chakrabarti stands as a testament to the impact that focused innovation can have on technology and user experience. His work exemplifies the importance of continual advancement in recommendation systems, unveiling new pathways for personalized user interactions. As his portfolio continues to grow, the influence of his inventions on the industry is undeniably substantial.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.