Kyle R Johnson

US Patent:

20220284797, Sep 8, 2022

Filed:

May 25, 2022

Appl. No.:

17/824167

Inventors:

- Tysons VA, US
Kyle Rankin Johnson - Falls Church VA, US

International Classification:

G08B 25/00
F24F 11/30
G05B 15/02

Abstract:

A method includes obtaining historical event data for events detected over a past period of time by sensors within a property, receiving a set of current event data for one or more events detected by one or more of the sensors within the property, determining that the set of current event data matches a pattern of events indicated by the historical event data, generating, based on the pattern of events, a confidence score for the set of current event data, wherein the confidence scores reflects a confidence that a person is not within the property, determining that the confidence score satisfies a confidence threshold associated with an action to be performed when a person is not within the property, and triggering execution of the action.

US Patent:

20220261496, Aug 18, 2022

Filed:

May 4, 2022

Appl. No.:

17/736198

Inventors:

- McLean VA, US
Kyle Johnson - Washington DC, US
Latika Gulati - Washington DC, US

International Classification:

G06F 21/62
H04W 76/10
G06Q 20/22
G06Q 20/32
G06Q 20/34
G06Q 20/40

Abstract:

Systems and methods disclosed herein securely provide confidential information associated with a user during an active voice call conducted using the user's mobile device. The confidential information may be provided by generating the information in spoken form and inserting the spoken information into an audio stream of the voice call. For example, a customer may be on a phone call with a customer agent. The customer agent may ask the customer for a credit card number in order to process a financial transaction. The customer may select the credit card number via an application executing on the customer's mobile phone. The application may cause the credit card number to be spoken out loud during the voice call. A voice sample of the spoken credit card number in inserted into the audio stream of the voice call and is therefore, audible to the customer and the customer agent without being overheard by a third party.

US Patent:

20220215169, Jul 7, 2022

Filed:

Jan 5, 2021

Appl. No.:

17/141846

Inventors:

- McLean VA, US
Eric LOUCKS - Tysons VA, US
Kevin OSBORN - Newton Highlands MA, US
George BERGERON - Falls Church VA, US
Kyle JOHNSON - Arlington VA, US
Brian LEE - South Riding VA, US

Assignee:

Capital One Services, LLC - McLean VA

International Classification:

G06F 40/274
H04L 12/58
G06F 40/279
G06N 20/00

Abstract:

Disclosed herein are system, method, and computer program product embodiments for providing an untrained machine learning model with a combined message and an appropriate emoji reaction icon. An embodiment operates by receiving a first and second user message. The first and second user comprises a first and second user text or a first and second user-inserted emoji reaction icon, respectively. The first or second user text is associated with a first or second system-specified emoji reaction icon, respectively. Thereafter, the first user message is determined to be associated with the second user message, the combined message is created based on the first and second messages, and the appropriate emoji reaction is identified as associated with the combined message. The combined message and associated appropriate emoji reaction icon are then sent to an untrained machine learning model configured to for training.

US Patent:

20210383251, Dec 9, 2021

Filed:

Jun 4, 2020

Appl. No.:

16/892705

Inventors:

- McLean VA, US
Eric Loucks - Tysons VA, US
Joshua Edwards - Philadelphia PA, US
George Bergeron - Falls Church VA, US
Kyle Johnson - Washington DC, US
Brian Lee - South Riding VA, US

International Classification:

G06N 5/04
G06N 20/00
G06F 40/30
H04L 12/58

Abstract:

Systems, methods, and apparatuses are described herein for performing sentiment analysis on electronic communications relating to one or more image-based communications methods, such as emoji. Message data may be received. The message data may correspond to a message that is intended to be sent but has not yet been sent to an application. Using a first machine learning model, one or more subsets of the plurality of emoji may be determined. The one or more subsets of the plurality of emoji may comprise one or more different types and quantities of emoji, and may each correspond to the same or a different sentiment. Using a second machine learning model, one or more emojis may be selected from the one or more subsets. The one or more emojis selected may correspond to responses to the message.

US Patent:

20210357525, Nov 18, 2021

Filed:

May 13, 2020

Appl. No.:

15/930749

Inventors:

- McLean VA, US
Kyle Johnson - Washington DC, US
Latika Gulati - Washington DC, US

International Classification:

G06F 21/62
G06Q 20/32
G06Q 20/34
G06Q 20/40
G06Q 20/22
H04W 76/10

Abstract:

Systems and methods disclosed herein securely provide confidential information associated with a user during an active voice call conducted using the user's mobile device. The confidential information may be provided by generating the information in spoken form and inserting the spoken information into an audio stream of the voice call. For example, a customer may be on a phone call with a customer agent. The customer agent may ask the customer for a credit card number in order to process a financial transaction. The customer may select the credit card number via an application executing on the customer's mobile phone. The application may cause the credit card number to be spoken out loud during the voice call. A voice sample of the spoken credit card number in inserted into the audio stream of the voice call and is therefore, audible to the customer and the customer agent without being overheard by a third party.

US Patent:

20210358008, Nov 18, 2021

Filed:

May 18, 2020

Appl. No.:

16/876774

Inventors:

- McLean VA, US
Kyle JOHNSON - Arlington VA, US
Rocky GUO - Falls Church VA, US
Angelina WU - Vienna VA, US
Michael SAIA - New York NY, US
Lin Ni Lisa CHENG - Fresh Meadows NY, US

International Classification:

G06Q 30/06
G06Q 30/02
G06N 5/04
G06N 20/00

Abstract:

Disclosed herein are system, method, and computer program product embodiments for recommending a service provider. An embodiment operates by receiving a search request specifying a service request by a user and location for the requested service, retrieving prior financial transactions of the user to purchase the service from a database, and determining a preference of the user based on the retrieved prior financial transactions. The embodiment further operates by applying the preference to a model trained to output a recommended service provider and selecting the recommended service provider for display on a user's device. The model more likely recommends service providers in the location having a higher ratio of tip-to-price relative to other providers for the service in the location based on a history of prior financial transactions of a plurality of users.

US Patent:

20210211910, Jul 8, 2021

Filed:

Jan 6, 2021

Appl. No.:

17/142763

Inventors:

- Tysons VA, US
Gustaf Nicolaus Maxwell Lonaeus - Washington DC, US
Kyle Rankin Johnson - Falls Church VA, US
Adam Feinstein - Washington DC, US

International Classification:

H04W 24/08

Abstract:

Methods, systems, and apparatus, including computer programs encoded on computer-storage media, for mesh network connection quality testing. In some implementations, a method for mesh network connection quality testing includes transmitting, by a control unit of a monitoring system that is configured to monitor a property, test data to a first connected component of the monitoring system; in response to transmitting the test data, receiving, by the control unit, response data from the first connected component of the monitoring system; based on the response data, determining, by the control unit, a link quality indicator that reflects a strength of a connection between the control unit and the first connected component; and based on the link quality indicator, adjusting, by the control unit, one or more settings of the connection between the control unit and the first connected component.

US Patent:

20210110701, Apr 15, 2021

Filed:

Dec 21, 2020

Appl. No.:

17/128343

Inventors:

- Tysons VA, US
Kyle Rankin Johnson - Falls Church VA, US

International Classification:

G08B 25/00
F24F 11/30
G05B 15/02

Abstract:

A method includes obtaining historical event data for events detected over a past period of time by sensors within a property, receiving a set of current event data for one or more events detected by one or more of the sensors within the property, determining that the set of current event data matches a pattern of events indicated by the historical event data, generating, based on the pattern of events, a confidence score for the set of current event data, wherein the confidence scores reflects a confidence that a person is not within the property, determining that the confidence score satisfies a confidence threshold associated with an action to be performed when a person is not within the property, and triggering execution of the action.