Inventor
ACHAN KANNAN
US159 patents
⚠️ This page may combine multiple inventors who share the name “ACHAN KANNAN”. Patents are grouped by organization below to help distinguish them — per-person disambiguation is on the roadmap.
WALMART APOLLO LLC
41 patentsUS11228660B2Jan 18, 2022
Systems and methods for webpage personalization
WALMART APOLLO LLC11 citations85
US11068960B2Jul 20, 2021
Methods and apparatus for item substitution
WALMART APOLLO LLC8 citations83
US11367119B2Jun 21, 2022
Methods and apparatuses for evaluating substitutions made during order fulfillment processes
WALMART APOLLO LLC7 citations81
US11734746B2Aug 22, 2023
Systems and methods for utilizing a convolutional neural network architecture for visual product recommendations
WALMART APOLLO LLC2 citations73
US11645580B2May 9, 2023
Robust reinforcement learning in personalized content prediction
WALMART APOLLO LLC4 citations73
US11610249B2Mar 21, 2023
System, method, and computer readable medium for automatic item rankings
WALMART APOLLO LLC5 citations73
US11538060B2Dec 27, 2022
Systems and methods for search query refinement
WALMART APOLLO LLC4 citations73
US11520795B2Dec 6, 2022
Personalized review snippet generation and display
WALMART APOLLO LLC2 citations73
US11107143B2Aug 31, 2021
Systems and methods for utilizing a convolutional neural network architecture for visual product recommendations
WALMART APOLLO LLC2 citations73
US12367518B2Jul 22, 2025
Methods and apparatuses for recommending substitutions made during order fulfillment processes
WALMART APOLLO LLC2 citations72
US12008622B2Jun 11, 2024
Methods and apparatuses for recommending substitutions made during order fulfillment processes
WALMART APOLLO LLC5 citations72
US11836066B2Dec 5, 2023
Systems and methods for altering a graphical user interface
WALMART APOLLO LLC4 citations72
US11455656B2Sep 27, 2022
Methods and apparatus for electronically providing item advertisement recommendations
WALMART APOLLO LLC4 citations72
US11288730B2Mar 29, 2022
System and method for personalized item recommendations through large-scale deep-embedding architecture
WALMART APOLLO LLC3 citations72
US11176592B2Nov 16, 2021
Systems and methods for recommending cold-start items on a website of a retailer
WALMART APOLLO LLC3 citations72
US11113744B2Sep 7, 2021
Personalized item recommendations through large-scale deep-embedding architecture with real-time inferencing
WALMART APOLLO LLC4 citations72
US11537495B2Dec 27, 2022
Systems and methods for altering a graphical user interface
WALMART APOLLO LLC3 citations71
US11468494B2Oct 11, 2022
System, non-transitory computer readable medium, and method for personalized complementary recommendations
WALMART APOLLO LLC2 citations71
US11321406B2May 3, 2022
Personalized ranking using deep attribute extraction and attentive user interest embeddings
WALMART APOLLO LLC2 citations70
US11354719B2Jun 7, 2022
Systems and methods for determining substitutions
WALMART APOLLO LLC2 citations69
US11308543B1Apr 19, 2022
Methods and apparatus for automatically providing personalized carousels
WALMART APOLLO LLC3 citations69
US12026728B2Jul 2, 2024
Systems and methods for identifying and using micro-intents
WALMART APOLLO LLC2 citations68
US11315165B2Apr 26, 2022
Routine item recommendations
WALMART APOLLO LLC3 citations68
US11645559B2May 9, 2023
Methods and apparatus for generating item recommendations based on real-time inference of machine learning models
WALMART APOLLO LLC3 citations67
US12579563B2Mar 17, 2026
Systems and methods for temporal kernel approach for deep learning
WALMART APOLLO LLC0 citations62
US12412204B2Sep 9, 2025
Systems and methods for determining price bands and user price affinity predictions using machine learning architectures and techniques
WALMART APOLLO LLC1 citations62
US12277589B2Apr 15, 2025
System, method, and non-transitory computer readable storage medium, for diversifying complementary item recommendations based on user preferences
WALMART APOLLO LLC1 citations62
US12236469B2Feb 25, 2025
Determining brand affinity of users
WALMART APOLLO LLC0 citations62
US12136104B2Nov 5, 2024
Automatic personalized email triggers
WALMART APOLLO LLC0 citations62
US12033178B2Jul 9, 2024
Automatic resolution of the explore-exploit decision in omnichannel settings
WALMART APOLLO LLC0 citations62
US12019639B2Jun 25, 2024
Methods and apparatus for automatically providing personalized search results
WALMART APOLLO LLC0 citations62
US12013915B2Jun 18, 2024
Whole page personalization with cyclic dependencies
WALMART APOLLO LLC0 citations62
US12008625B2Jun 11, 2024
Systems and methods for estimating personal replenishment cycles
WALMART APOLLO LLC0 citations62
US11860880B2Jan 2, 2024
Systems for learning and using one or more sub-population features associated with individuals of one or more sub-populations of a gross population and related methods therefor
WALMART APOLLO LLC0 citations62
US11811881B2Nov 7, 2023
Systems and methods for webpage personalization
WALMART APOLLO LLC0 citations62
US11710037B2Jul 25, 2023
Systems and methods for altering user interfaces using predicted user activity
WALMART APOLLO LLC1 citations62
US11669857B2Jun 6, 2023
Automatic resolution of the explore-exploit decision in omnichannel settings
WALMART APOLLO LLC0 citations62
US11609964B2Mar 21, 2023
Whole page personalization with cyclic dependencies
WALMART APOLLO LLC0 citations62
US11609919B2Mar 21, 2023
Methods and apparatus for automatically providing personalized search results
WALMART APOLLO LLC1 citations62
US11416893B2Aug 16, 2022
Systems and methods for predicting user segments in real-time
WALMART APOLLO LLC0 citations62
US11403690B2Aug 2, 2022
Determining brand affinity of users
WALMART APOLLO LLC0 citations62
WAL MART STORES INC
3 patentsUS10579625B2Mar 3, 2020
Personalized review snippet generation and display
WAL MART STORES INC9 citations84
US10275820B2Apr 30, 2019
Systems and methods for utilizing a convolutional neural network architecture for visual product recommendations
WAL MART STORES INC6 citations84
US11042895B2Jun 22, 2021
Automatic resolution of the explore-exploit decision in omnichannel settings
WAL MART STORES INC2 citations72
MICROSOFT CORP
2 patentsACHAN KANNAN
2 patentsCETIN OZGUR
1 patentYAHOO INC
1 patentShowing the top 50 of 159 patents by PatentIndex Score.