公开(公告)号：US20210241292A1

公开(公告)日：2021-08-05

申请号：US16823492

申请日：2020-03-19

Applicant: Fractal Analytics Private Limited

Inventor： Amit Pandey ,  Yuvaneet Kumar Bhaker ,  Aniket Koyande ,  Rahul Desai

IPC: G06Q30/02 ,  G06N3/04 ,  G06N3/08

Abstract: The present disclosure describes a system and method for profiling and predicting customer behavior using machine learning. The system for profiling and predicting customer behavior uses all available signals from each individual customer across digital channels to build predictive artificial intelligence algorithms to create customer genome markers that predict the likelihood that specific customer will respond to digital actions.

公开(公告)号：US11443277B2

公开(公告)日：2022-09-13

申请号：US16869723

申请日：2020-05-08

Applicant: Fractal Analytics Private Limited

Inventor： Prakash Vanapalli ,  Vikash Challa ,  Sachin Chandra Bonagiri ,  Suraj Amonkar ,  Sarang Pande ,  Samreen Khan

IPC: G06Q10/08 ,  G06Q10/06 ,  G06K9/62 ,  G06N3/08 ,  G06F16/51

Abstract: Systems and methods are provided for identifying a product in an image and outputting stock keeping units of the product. The system comprises three main components: a database server, a data analytics system and a standard dashboard. The database server contains real-time inventory images as well as historical images of each product type. The data analytics system is executed by a computer processor configured to apply object detection and classification and deep learning algorithms to detect product information captured by the image. The data analytics system is also configured to determine hierarchical classification categories for the product. The standard dashboard is configured to output a report regarding the product information.

公开(公告)号：US11373106B2

公开(公告)日：2022-06-28

申请号：US16793553

申请日：2020-02-18

Applicant: Fractal Analytics Private Limited

Inventor： Onil Chavan ,  Arpan Dasgupta ,  Karan Gusani ,  Nishant Sinha

IPC: G06N5/04 ,  G06F16/958 ,  G06N20/00 ,  G06F40/279 ,  G06F40/30 ,  G06Q30/02 ,  G06V10/98 ,  G06V30/416 ,  G06Q30/00 ,  G06V30/10 ,  G06K9/62 ,  G06V30/414

Abstract: System and method of detecting friction in a website comprising a plurality of webpages and links includes a database sever, an application executed by a processor, and a management dashboard. The application extracts text data and web usage data from the website, segments the website into three funnel stages, identifies an anomaly in the web usage data, quantifies the impacts of the webpages and links, identifies the friction and the underlying root cause, and displays the friction in the management dashboard.

公开(公告)号：US20210304123A1

公开(公告)日：2021-09-30

申请号：US16869723

申请日：2020-05-08

Applicant: Fractal Analytics Private Limited

Inventor： Prakash Vanapalli ,  Vikash Challa ,  Sachin Chandra Bonagiri ,  Suraj Amonkar ,  Sarang Pande ,  Samreen Khan

IPC: G06Q10/08 ,  G06Q10/06 ,  G06F16/51 ,  G06N3/08 ,  G06K9/62

Abstract: Systems and methods are provided for identifying a product in an image and outputting stock keeping units of the product. The system comprises three main components: a database server, a data analytics system and a standard dashboard. The database server contains real-time inventory images as well as historical images of each product type. The data analytics system is executed by a computer processor configured to apply object detection and classification and deep learning algorithms to detect product information captured by the image. The data analytics system is also configured to determine hierarchical classification categories for the product. The standard dashboard is configured to output a report regarding the product information.

公开(公告)号：US10754883B1

公开(公告)日：2020-08-25

申请号：US16793770

申请日：2020-02-18

Applicant: Fractal Analytics Private Limited

Inventor： Balaji Kannu ,  Hemanth Kumar ,  Shubham Mishra ,  Veerendra Nath ,  Rahul Kalayamkulam ,  Prateek Trivedi

IPC: G06F16/33 ,  G06F16/332 ,  G06F16/335 ,  G06F16/35 ,  G06F40/30 ,  G06N20/10 ,  G06F16/36

Abstract: Systems and methods are provided for insight automation from content data. The system generates insights from online and offline data at scale using unsupervised or supervised machine learning algorithms. The system can further generate insight at various levels for continuous evaluation and automated promotion.

公开(公告)号：US20220188577A1

公开(公告)日：2022-06-16

申请号：US17155369

申请日：2021-01-22

Applicant: Fractal Analytics Private Limited

Inventor： Abhishek Punjaji Chopde ,  Vanapalli Prakash ,  Samreen Bano Faishal Khan ,  Praneeth Chandra Bogineni

IPC: G06K9/62 ,  G06Q10/08

Abstract: Systems and methods are provided for identifying a product in an image and outputting stock keeping units of the product. The system comprises three main components: a database server, a data analytics system and a standard dashboard. The database server contains real-time inventory images as well as historical images of each product type. The data analytics system is executed by a computer processor configured to apply a multi-head self-supervised learning-based classifier to detect product information captured by the image. The data analytics system is also configured to determine hierarchical classification categories for the product. The standard dashboard is configured to output a report regarding the product information.

公开(公告)号：US20210158187A1

公开(公告)日：2021-05-27

申请号：US16793553

申请日：2020-02-18

Applicant: Fractal Analytics Private Limited

Inventor： Onil Chavan ,  Arpan Dasgupta ,  Karan Gusani ,  Nishant Sinha

IPC: G06N5/04 ,  G06N20/00 ,  G06Q30/02 ,  G06F16/958 ,  G06F40/279 ,  G06F40/30

Abstract: System and method of detecting friction in a website comprising a plurality of webpages and links includes a database sever, an application executed by a processor, and a management dashboard. The application extracts text data and web usage data from the website, segments the website into three funnel stages, identifies an anomaly in the web usage data, quantifies the impacts of the webpages and links, identifies the friction and the underlying root cause, and displays the friction in the management dashboard.

公开(公告)号：US10956808B1

公开(公告)日：2021-03-23

申请号：US16816352

申请日：2020-03-12

Applicant: Fractal Analytics Private Limited

Inventor： Shivam Bhardwaj ,  Nitish Pant ,  Nikhil Fernandes ,  Soudip Roy Chowdhury

IPC: G06N3/04 ,  G06F16/2455 ,  G06N3/08

Abstract: Some embodiments are associated with a system and method for deep learning unsupervised anomaly detection in Internet of Things (IoT) sensor networks or manufacturing execution systems. The system and method use an ensemble of a plurality of generative adversarial networks for anomaly detection.

公开(公告)号：US20210081501A1

公开(公告)日：2021-03-18

申请号：US16668039

申请日：2019-10-30

Applicant: Fractal Analytics Private Limited

Inventor： Soudip RoyChowdhury ,  Vaibhavi Joshi ,  Siddhesh Pisal ,  Sudarshan Wadkar ,  Utkarsh Agarwal

IPC: G06F17/27 ,  G06N20/00 ,  G06F16/2452 ,  G06N5/04

Abstract: The invention relates to systems and methods for automated insight curation and alerting. The system generates insights from time-series data at scale using unsupervised machine learning algorithms. The system can further automate the suggested actions by signaling the actuators or middleware which ultimately executes the action.

公开(公告)号：US20240202351A1

公开(公告)日：2024-06-20

申请号：US18314771

申请日：2023-05-09

Applicant: Fractal Analytics Private Limited

Inventor： Akbar Mohammed ,  Sagar Shah ,  Sray Agarwal

IPC: G06F21/62 ,  G06F8/60

CPC classification number: G06F21/6218 ,  G06F8/60

Abstract: Systems and methods for responsible artificial intelligence (AI) may provide an end-to-end framework from defining what responsible behavior and guidance are to the components that developers can leverage to detect and measure bias. API components may be provided at the model training and deployment stage to mitigate bias. Deployed components may then be linked to fairness monitoring APIs in a machine learning operations framework to integrated in the enterprise.