Patents by Inventor Venu Madhav Tammali
Venu Madhav Tammali has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Patent number: 11961339Abstract: Aspects of the disclosure relate to computing platforms that utilize machine learning to reduce false positive/negative collision output generation. A computing platform may apply machine learning algorithms on received data to generate a collision output. In response to generating the collision output indicating a collision, the computing platform may identify a data collection location. If the data collection location is within a predetermined radius of a false positive collection location, the computing platform may modify the collision output to indicate a non-collision. If the data collection location is not within the predetermined radius, the computing platform may compute a score using telematics data and compare the score to a predetermined threshold. If the score does not exceed the predetermined threshold, the computing platform may modify the collision output to indicate a non-collision.Type: GrantFiled: January 10, 2023Date of Patent: April 16, 2024Assignee: ALLSTATE INSURANCE COMPANYInventors: Venu Madhav Tammali, Kyle Patrick Schmitt, Jeremy Deram
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Publication number: 20230117354Abstract: Systems and methods are disclosed for receiving and transmitting accelerometer data and/or usage data, and analyzing the data to detect movement or usage of the device within a vehicle. A device, such as a mobile device, may detect a device movement event or a device usage event associated with the device. Based on the detection of the device movement event or the device usage event, a time associated with the event may be stored. The device may determine whether another event associated with the device occurs within a threshold amount of time from the time associated with the event. Based on a determination of whether the other event occurs within the threshold amount of time, the device may determine an event session associated with the device. The event session may comprise an instantaneous event or a continuous event. Data indicative of the event session may be transmitted to a server.Type: ApplicationFiled: May 31, 2022Publication date: April 20, 2023Inventors: Kyle Patrick Schmitt, Pratheek M. Harish, Venu Madhav Tammali, Jared S. Snyder, Dana Ferguson
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Patent number: 11562603Abstract: Aspects of the disclosure relate to computing platforms that utilize machine learning to reduce false positive/negative collision output generation. A computing platform may apply machine learning algorithms on received data to generate a collision output. In response to generating the collision output indicating a collision, the computing platform may identify a data collection location. If the data collection location is within a predetermined radius of a false positive collection location, the computing platform may modify the collision output to indicate a non-collision. If the data collection location is not within the predetermined radius, the computing platform may compute a score using telematics data and compare the score to a predetermined threshold. If the score does not exceed the predetermined threshold, the computing platform may modify the collision output to indicate a non-collision.Type: GrantFiled: June 26, 2020Date of Patent: January 24, 2023Assignee: ALLSTATE INSURANCE COMPANYInventors: Venu Madhav Tammali, Kyle Patrick Schmitt, Jeremy Deram
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Patent number: 11350242Abstract: Systems and methods are disclosed for receiving and transmitting accelerometer data and/or usage data, and analyzing the data to detect movement or usage of the device within a vehicle. A device, such as a mobile device, may detect a device movement event or a device usage event associated with the device. Based on the detection of the device movement event or the device usage event, a time associated with the event may be stored. The device may determine whether another event associated with the device occurs within a threshold amount of time from the time associated with the event. Based on a determination of whether the other event occurs within the threshold amount of time, the device may determine an event session associated with the device. The event session may comprise an instantaneous event or a continuous event. Data indicative of the event session may be transmitted to a server.Type: GrantFiled: January 2, 2020Date of Patent: May 31, 2022Assignee: ARITY INTERNATIONAL LIMITEDInventors: Kyle Patrick Schmitt, Pratheek M. Harish, Venu Madhav Tammali, Jared S. Snyder, Dana Ferguson
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Publication number: 20210407219Abstract: Aspects of the disclosure relate to computing platforms that utilize machine learning to reduce false positive/negative collision output generation. A computing platform may apply machine learning algorithms on received data to generate a collision output. In response to generating the collision output indicating a collision, the computing platform may identify a data collection location. If the data collection location is within a predetermined radius of a false positive collection location, the computing platform may modify the collision output to indicate a non-collision. If the data collection location is not within the predetermined radius, the computing platform may compute a score using telematics data and compare the score to a predetermined threshold. If the score does not exceed the predetermined threshold, the computing platform may modify the collision output to indicate a non-collision.Type: ApplicationFiled: June 26, 2020Publication date: December 30, 2021Inventors: Venu Madhav Tammali, Kyle Patrick Schmitt, Jeremy Deram
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Publication number: 20210390798Abstract: Systems and methods are disclosed for determining whether or not a crash involving a vehicle has occurred. A computing device may receive acceleration measurement(s) measured by one or more accelerometers during a time window. The computing device may determine, for one or more acceleration measurements, a corresponding acceleration magnitude. Based on the corresponding acceleration magnitude(s), the computing device may identify, from the acceleration measurement(s), an acceleration measurement and/or may determine whether the acceleration magnitude exceeds a threshold acceleration magnitude. The computing device may corroborate whether a vehicle associated with the mobile computing device was involved in a crash. Data associated with the acceleration magnitude and/or an event, such as a crash event, may be transmitted to a server.Type: ApplicationFiled: August 30, 2021Publication date: December 16, 2021Inventors: Kyle Patrick Schmitt, Pratheek M. Harish, Venu Madhav Tammali, Larry Layne, Dana Ferguson
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Patent number: 11107303Abstract: Systems and methods are disclosed for determining whether or not a crash involving a vehicle has occurred. A computing device may receive acceleration measurement(s) measured by one or more accelerometers during a time window. The computing device may determine, for one or more acceleration measurements, a corresponding acceleration magnitude. Based on the corresponding acceleration magnitude(s), the computing device may identify, from the acceleration measurement(s), an acceleration measurement and/or may determine whether the acceleration magnitude exceeds a threshold acceleration magnitude. The computing device may corroborate whether a vehicle associated with the mobile computing device was involved in a crash. Data associated with the acceleration magnitude and/or an event, such as a crash event, may be transmitted to a server.Type: GrantFiled: April 14, 2020Date of Patent: August 31, 2021Inventors: Kyle Patrick Schmitt, Pratheek M. Harish, Venu Madhav Tammali, Larry Layne, Dana Ferguson
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Patent number: 10768008Abstract: Aspects of the disclosure relate to processing remotely captured sensor data. A computing platform having at least one processor, a communication interface, and memory may receive, via the communication interface, from a user computing device, sensor data captured by the user computing device using one or more sensors built into the user computing device. Subsequently, the computing platform may analyze the sensor data received from the user computing device by executing one or more data processing modules. Then, the computing platform may generate trip record data based on analyzing the sensor data received from the user computing device and may store the trip record data in a trip record database. In addition, the computing platform may generate user record data based on analyzing the sensor data received from the user computing device and may store the user record data in a user record database.Type: GrantFiled: July 6, 2018Date of Patent: September 8, 2020Assignee: Allstate Insurance CompanyInventors: Pratheek M. Harish, Benjamin Robertson Yeomans, Alexander Herrmann, Kyle Patrick Schmitt, Venu Madhav Tammali, Samantha Mait
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Publication number: 20200242856Abstract: Systems and methods are disclosed for determining whether or not a crash involving a vehicle has occurred. A computing device may receive acceleration measurement(s) measured by one or more accelerometers during a time window. The computing device may determine, for one or more acceleration measurements, a corresponding acceleration magnitude. Based on the corresponding acceleration magnitude(s), the computing device may identify, from the acceleration measurement(s), an acceleration measurement and/or may determine whether the acceleration magnitude exceeds a threshold acceleration magnitude. The computing device may corroborate whether a vehicle associated with the mobile computing device was involved in a crash. Data associated with the acceleration magnitude and/or an event, such as a crash event, may be transmitted to a server.Type: ApplicationFiled: April 14, 2020Publication date: July 30, 2020Inventors: Kyle Patrick Schmitt, Pratheek M. Harish, Venu Madhav Tammali, Larry Layne, Dana Ferguson
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Patent number: 10650617Abstract: Systems and methods are disclosed for determining whether or not a crash involving a vehicle has occurred. A computing device may receive acceleration measurement(s) measured by one or more accelerometers during a time window. The computing device may determine, for one or more acceleration measurements, a corresponding acceleration magnitude. Based on the corresponding acceleration magnitude(s), the computing device may identify, from the acceleration measurement(s), an acceleration measurement and/or may determine whether the acceleration magnitude exceeds a threshold acceleration magnitude. The computing device may corroborate whether a vehicle associated with the mobile computing device was involved in a crash. Data associated with the acceleration magnitude and/or an event, such as a crash event, may be transmitted to a server.Type: GrantFiled: August 21, 2018Date of Patent: May 12, 2020Assignee: Arity International LimitedInventors: Kyle Patrick Schmitt, Pratheek M. Harish, Venu Madhav Tammali, Larry Layne, Dana Ferguson
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Publication number: 20200137520Abstract: Systems and methods are disclosed for receiving and transmitting accelerometer data and/or usage data, and analyzing the data to detect movement or usage of the device within a vehicle. A device, such as a mobile device, may detect a device movement event or a device usage event associated with the device. Based on the detection of the device movement event or the device usage event, a time associated with the event may be stored. The device may determine whether another event associated with the device occurs within a threshold amount of time from the time associated with the event. Based on a determination of whether the other event occurs within the threshold amount of time, the device may determine an event session associated with the device. The event session may comprise an instantaneous event or a continuous event. Data indicative of the event session may be transmitted to a server.Type: ApplicationFiled: January 2, 2020Publication date: April 30, 2020Inventors: Kyle Patrick Schmitt, Pratheek M. Harish, Venu Madhav Tammali, Jared S. Snyder, Dana Ferguson
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Patent number: 10567919Abstract: Systems and methods are disclosed for receiving and transmitting accelerometer data and/or usage data, and analyzing the data to detect movement or usage of the device within a vehicle. A device, such as a mobile device, may detect a device movement event or a device usage event associated with the device. Based on the detection of the device movement event or the device usage event, a time associated with the event may be stored. The device may determine whether another event associated with the device occurs within a threshold amount of time from the time associated with the event. Based on a determination of whether the other event occurs within the threshold amount of time, the device may determine an event session associated with the device. The event session may comprise an instantaneous event or a continuous event. Data indicative of the event session may be transmitted to a server.Type: GrantFiled: March 26, 2018Date of Patent: February 18, 2020Assignee: Arity International LimitedInventors: Kyle Patrick Schmitt, Pratheek M. Harish, Venu Madhav Tammali, Jared S. Snyder, Dana Ferguson
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Patent number: 10365117Abstract: Aspects of the disclosure relate to processing remotely captured sensor data. A computing platform having at least one processor, a communication interface, and memory may receive, via the communication interface, from a user computing device, sensor data captured by the user computing device using one or more sensors built into the user computing device. Subsequently, the computing platform may analyze the sensor data received from the user computing device by executing one or more data processing modules. Then, the computing platform may generate trip record data based on analyzing the sensor data received from the user computing device and may store the trip record data in a trip record database. In addition, the computing platform may generate user record data based on analyzing the sensor data received from the user computing device and may store the user record data in a user record database.Type: GrantFiled: February 5, 2019Date of Patent: July 30, 2019Assignee: Allstate Insurance CompanyInventors: Pratheek M. Harish, Benjamin Robertson Yeomans, Alexander Herrmann, Kyle Patrick Schmitt, Venu Madhav Tammali
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Publication number: 20190170531Abstract: Aspects of the disclosure relate to processing remotely captured sensor data. A computing platform having at least one processor, a communication interface, and memory may receive, via the communication interface, from a user computing device, sensor data captured by the user computing device using one or more sensors built into the user computing device. Subsequently, the computing platform may analyze the sensor data received from the user computing device by executing one or more data processing modules. Then, the computing platform may generate trip record data based on analyzing the sensor data received from the user computing device and may store the trip record data in a trip record database. In addition, the computing platform may generate user record data based on analyzing the sensor data received from the user computing device and may store the user record data in a user record database.Type: ApplicationFiled: February 5, 2019Publication date: June 6, 2019Inventors: Pratheek M. Harish, Benjamin Robertson Yeomans, Alexander Herrmann, Kyle Patrick Schmitt, Venu Madhav Tammali
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Publication number: 20190130660Abstract: Systems and methods are disclosed for determining whether or not a crash involving a vehicle has occurred. A computing device may receive acceleration measurement(s) measured by one or more accelerometers during a time window. The computing device may determine, for one or more acceleration measurements, a corresponding acceleration magnitude. Based on the corresponding acceleration magnitude(s), the computing device may identify, from the acceleration measurement(s), an acceleration measurement and/or may determine whether the acceleration magnitude exceeds a threshold acceleration magnitude. The computing device may corroborate whether a vehicle associated with the mobile computing device was involved in a crash. Data associated with the acceleration magnitude and/or an event, such as a crash event, may be transmitted to a server.Type: ApplicationFiled: August 21, 2018Publication date: May 2, 2019Inventors: Kyle Patrick Schmitt, Pratheek M. Harish, Venu Madhav Tammali, Larry Layne, Dana Ferguson
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Patent number: 10242514Abstract: Aspects of the disclosure relate to processing remotely captured sensor data. A computing platform having at least one processor, a communication interface, and memory may receive, via the communication interface, from a user computing device, sensor data captured by the user computing device using one or more sensors built into the user computing device. Subsequently, the computing platform may analyze the sensor data received from the user computing device by executing one or more data processing modules. Then, the computing platform may generate trip record data based on analyzing the sensor data received from the user computing device and may store the trip record data in a trip record database. In addition, the computing platform may generate user record data based on analyzing the sensor data received from the user computing device and may store the user record data in a user record database.Type: GrantFiled: July 6, 2018Date of Patent: March 26, 2019Assignee: Allstate Insurance CompanyInventors: Pratheek M. Harish, Benjamin Robertson Yeomans, Alexander Herrmann, Kyle Patrick Schmitt, Venu Madhav Tammali
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Patent number: 10083551Abstract: Systems and methods are disclosed for determining whether or not a crash involving a vehicle has occurred. A computing device may receive acceleration measurement(s) measured by one or more accelerometers during a time window. The computing device may determine, for one or more acceleration measurements, a corresponding acceleration magnitude. Based on the corresponding acceleration magnitude(s), the computing device may identify, from the acceleration measurement(s), an acceleration measurement and/or may determine whether the acceleration magnitude exceeds a threshold acceleration magnitude. The computing device may corroborate whether a vehicle associated with the mobile computing device was involved in a crash. Data associated with the acceleration magnitude and/or an event, such as a crash event, may be transmitted to a server.Type: GrantFiled: February 21, 2018Date of Patent: September 25, 2018Assignee: Allstate Insurance CompanyInventors: Kyle Patrick Schmitt, Pratheek M. Harish, Venu Madhav Tammali, Larry Layne, Dana Ferguson
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Publication number: 20180213360Abstract: Systems and methods are disclosed for receiving and transmitting accelerometer data and/or usage data, and analyzing the data to detect movement or usage of the device within a vehicle. A device, such as a mobile device, may detect a device movement event or a device usage event associated with the device. Based on the detection of the device movement event or the device usage event, a time associated with the event may be stored. The device may determine whether another event associated with the device occurs within a threshold amount of time from the time associated with the event. Based on a determination of whether the other event occurs within the threshold amount of time, the device may determine an event session associated with the device. The event session may comprise an instantaneous event or a continuous event. Data indicative of the event session may be transmitted to a server.Type: ApplicationFiled: March 26, 2018Publication date: July 26, 2018Inventors: Kyle Patrick Schmitt, Pratheek M. Harish, Venu Madhav Tammali, Jared S. Snyder, Dana Ferguson