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Afroza Ali, 41Citrus Heights, CA

Known as:
Afroz A Ali
Related to:
Phagoo Singh 71 Pradeep K Ramlochan 66 Sherry T Phagoo 69

Afroza Ali Phones & Addresses

Orangevale, CA   

1084 La Brea Ter, Union City, CA 94587   

Folsom, CA   

Rosedale, NY   

Queens, NY   

Social networks

Afroza Ali
Afroza Ali

Linkedin

Work

Company: @walmartlabs Jun 2012 Position: Software engineer

Education

Degree: MS School / High School: University of Iowa 2010 Specialities: Computer Science

Skills

Hadoop • HBase • Data Structures • Object Oriented Design • Java Enterprise Edition • Web Applications • MapReduce • Distributed Systems • Java • Algorithms

Industries

Computer Software
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Afroza Ali resumes & CV records

Resumes

Afroza Ali Photo 13

Software Engineer At @Walmartlabs

Position:
Software Engineer at @WalmartLabs
Location:
San Francisco Bay Area
Industry:
Computer Software
Work:
@WalmartLabs since Jun 2012
Software Engineer Yahoo! Jan 2011 - Jun 2012
Software Engineer The University of Iowa Jan 2009 - Dec 2010
Graduate Research Assistant
Education:
University of Iowa 2010
MS, Computer Science University of Pune
B.E., Computer Science And Engineering
Skills:
Hadoop, HBase, Data Structures, Object Oriented Design, Java Enterprise Edition, Web Applications, MapReduce, Distributed Systems, Java, Algorithms

Publications & IP owners

Us Patents

Automated Mechanisms To Resolve Explore-Exploit Dilemma With Adaptive Revival Opportunities

US Patent:
2021033, Oct 28, 2021
Filed:
Jul 6, 2021
Appl. No.:
17/368650
Inventors:
- Bentonville AR, US
Kannan Achan - Saratoga CA, US
Abhay Kashyap - San Francisco CA, US
Afroza Ali - Los Altos CA, US
Omkar Deshpande - Saratoga CA, US
Assignee:
Walmart Apollo, LLC - Bentonville AR
International Classification:
G06Q 30/02
Abstract:
A system including one or more processors and one or more non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform: displaying content elements on one or more websites to users; tracking respective impression response data for each impression of a respective content element of the content elements comprising (a) a respective response of a respective user of the users and (b) a respective time of the respective response of the respective user; determining respective weightings of the content elements based on posterior distributions using the respective impression response data, as adjusted by a temporal decay factor, based on the respective times of the respective impression response data for the content elements; and generating a webpage of the one or more web sites to comprise a selected content element based on the respective weighting of the selected content element. Other embodiments are disclosed.

Personalized Mechanisms To Resolve Explore-Exploit Dilemma With Dynamically Shared Learnings

US Patent:
2021029, Sep 23, 2021
Filed:
Jun 7, 2021
Appl. No.:
17/341351
Inventors:
- Bentonville AR, US
Kannan Achan - Saratoga CA, US
Afroza Ali - Los Altos CA, US
Omkar Deshpande - Saratoga CA, US
Abhay Kashyap - San Francisco CA, US
Assignee:
Walmart Apollo, LLC - Bentonville AR
International Classification:
G06F 40/14
G06F 16/9535
G06F 16/9538
G06F 16/958
G06Q 30/02
Abstract:
A system including one or more processors and one or more non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform: displaying content elements on one or more websites to users; performing a classification of the users into segments; receiving a request from a first user of the users to display a webpage of the one or more websites; determining an amount of information in a respective posterior distribution of each of the one or more first segments of the segments in which the first user is classified, for each of the content elements based on impression response data; selecting a selected content element from among the content elements based on weightings of the content elements for the one or more first segments; and generating the webpage comprising the selected content element. Other embodiments are disclosed.

Dynamical Switching Between Long-Term And Short-Term Rewards

US Patent:
2021022, Jul 22, 2021
Filed:
Jan 21, 2020
Appl. No.:
16/748452
Inventors:
- Bentonville AR, US
Abhimanyu MITRA - San Jose CA, US
Kannan ACHAN - Saratoga CA, US
Afroza ALI - Los Altos CA, US
Kailing WANG - Sunnyvale CA, US
International Classification:
G06F 9/451
G06N 20/00
Abstract:
A system and method for content selection and presentation is disclosed. A plurality of content elements configured for presentation in at least one content container is received and one of the plurality of content elements is selected for presentation in the at least one content container. The one of the plurality of content elements is selected by a trained selection model based on an optimal impression allocation. An interface is generated that includes the selected one of the plurality of content elements.

Robust Reinforcement Learning In Personalized Content Prediction

US Patent:
2021022, Jul 22, 2021
Filed:
Jan 21, 2020
Appl. No.:
16/748313
Inventors:
- Bentonville AR, US
Kannan ACHAN - Saratoga CA, US
Afroza ALI - Los Altos CA, US
Shirpaa MANOHARAN - Sunnyvale CA, US
International Classification:
G06N 20/00
G06N 7/00
Abstract:
A system and method for content selection and presentation is disclosed. A system receives a plurality of content elements configured for presentation in at least one content container and selects one of the plurality of content elements for presentation in the at least one content container. The one of the plurality of content elements is selected by a trained selection model configured to use Thompson sampling. An interface including the selected one of the plurality of content elements is generated.

Systems And Methods For Mapping In-Store Transactions To Customer Profiles

US Patent:
2020031, Oct 1, 2020
Filed:
Jun 12, 2020
Appl. No.:
16/900759
Inventors:
- Bentonville AR, US
Afroza Ali - Los Altos CA, US
Assignee:
Walmart Apollo, LLC - Bentonville AR
International Classification:
G06Q 20/22
G06Q 40/00
Abstract:
A system including one or more processors and one or more non-transitory computer-readable media storing computing instructions configured to run on the one or more processors and perform: receiving a query from a front-end device for one or more users mapped to a same payment option; generating, using a machine learning model, a first dataset comprising one or more classifications of one or more online users mapped to the same payment option as either (i) a single user with multiple user profiles or (ii) multiple users of a same household; generating, using a factor graph, a second dataset comprising first information of the one or more online users mapped to second information of one or more instore users; mapping at least one of the one or more online users to at least one of the one or more instore users based on the second dataset. Other embodiments are disclosed.

Systems And Methods For Altering User Interfaces Using Predicted User Activity

US Patent:
2020024, Jul 30, 2020
Filed:
Jan 22, 2020
Appl. No.:
16/749116
Inventors:
- Bentonville AR, US
Afroza Ali - Belmont CA, US
Assignee:
Walmart Apollo, LLC - Bentonville AR
International Classification:
G06N 3/08
G06F 16/9535
G06Q 40/02
G06Q 30/02
G06N 20/00
G06N 3/04
G06N 7/00
Abstract:
Systems and methods including one or more processing modules and one or more non-transitory storage modules storing computing instructions configured to run on the one or more processing modules and perform acts of: monitoring first activities of a user over a first time period; based on the first activities of the user over the first time period, identifying, using a Markov model, a first probability of the user being in a first state; determining when the first probability is above a first probability predefined threshold; in response to determining when the first probability is above the first probability predefined threshold, automatically customizing first content on a graphical user interface for the first state to create a first graphical user interface on an electronic device of the user while the user is determined to be in the first state; monitoring second activities of the user over a second time period occurring after the first time period and after the user has been determined to be in the first state and before the user has been determined to be in a second state; based on the second activities of the user over the second time period, identifying, using a mixed model different from the Markov model, a second probability that the user has transitioned from the first state into the second state, wherein the second state is related to the first state; determining when the second probability is above a second probability predefined threshold; and in response to determining when the second probability is above the second probability predefined threshold, automatically customizing a second content on the graphical user interface for the second state to create a second graphical user interface on the electronic device user while the user is determined to be in the second state. Other embodiments are disclosed herein.

Automated Resolution Of The Explore-Exploit Decision With Personalization Using Dynamically Shared Learnings

US Patent:
2019023, Aug 1, 2019
Filed:
Jan 31, 2019
Appl. No.:
16/263873
Inventors:
- Bentonville AR, US
Kannan Achan - Saratoga CA, US
Afroza Ali - Los Altos CA, US
Omkar Deshpande - Saratoga CA, US
Abhay Kashyap - San Francisco CA, US
Assignee:
Walmart Apollo, LLC - Bentonville AR
International Classification:
G06Q 30/02
G06F 16/906
G06F 16/958
H04L 29/08
Abstract:
A method including displaying content elements on one or more websites to users. The classification of the users into segments can be based on each impression of content elements being displayed on the one or more websites to a user of the users, tracking impression response data comprising (a) a response of the user to the content element of the content elements displayed on the one or more websites, and (b) one or more segments of the segments in which the user is classified. The method can also include receiving a request from a first user. The method can also include generating a mixture distribution for the first segment for the first content element based on the impression response data for the first segment and generating the webpage to comprise the selected content element. Other embodiments are disclosed.

Automated Mechanisms To Resolve Explore-Exploit Dilemma With Adaptive Revival Opportunities

US Patent:
2019023, Aug 1, 2019
Filed:
Jan 31, 2019
Appl. No.:
16/263856
Inventors:
- Bentonville AR, US
Kannan Achan - Saratoga CA, US
Abhay Kashyap - San Francisco CA, US
Afroza Ali - Los Altos CA, US
Omkar Deshpande - Saratoga CA, US
Assignee:
Walmart Apollo, LLC - Bentonville AR
International Classification:
G06Q 30/02
Abstract:
A method including displaying content elements on one or more websites to users. This method can also include tracking impression response data comprising (a) a response of the user to the content element of the content elements displayed on the one or more websites and (b) a time of the response of the user. Additionally, the method can include receiving a request from a first user. The method can further include determining weightings of the content elements based on posterior distributions using the impression response data, as adjusted by a temporal decay factor based on the times of the impression response data for the content elements. The method additionally can include generating the webpage to comprise the selected content element. Other embodiments are disclosed.

Possible Relatives

A Ali  Dawud Ali  Daher Ali  Aaisha A Ali  Aalia Ali  Deborah L Ali  Aamer A Ali  Afroza K Rahman  Afroza Y Chowdhury  Afroza Akhter 

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