A Real-Time Whole Page Personalization Framework for E-Commerce

no code implementations • 8 Dec 2020 • Aditya Mantha, Anirudha Sundaresan, Shashank Kedia, Yokila Arora, Shubham Gupta, Gaoyang Wang, Praveenkumar Kanumala, Stephen Guo, Kannan Achan

In production, our system resulted in an improvement in item discovery, an increase in online engagement, and a significant lift on add-to-carts (ATCs) per visitor on the homepage.

An End-to-End ML System for Personalized Conversational Voice Models in Walmart E-Commerce

no code implementations • 2 Nov 2020 • Rahul Radhakrishnan Iyer, Praveenkumar Kanumala, Stephen Guo, Kannan Achan

Searching for and making decisions about products is becoming increasingly easier in the e-commerce space, thanks to the evolution of recommender systems.

Recommendation Systems

A Large-Scale Deep Architecture for Personalized Grocery Basket Recommendations

no code implementations • 24 Oct 2019 • Aditya Mantha, Yokila Arora, Shubham Gupta, Praveenkumar Kanumala, Zhiwei Liu, Stephen Guo, Kannan Achan

In this paper, we introduce a production within-basket grocery recommendation system, RTT2Vec, which generates real-time personalized product recommendations to supplement the user's current grocery basket.