David Joa - Pacifica CA, US Debashis Ghosh - Charlotte NC, US David N. Joffe - Charlotte NC, US Thayer Allison - Charlotte NC, US Kurt D. Newman - Matthews NC, US Timothy J. Bendel - Charlotte NC, US Yanghong Shao - Charlotte NC, US Nancy G. Carrier - Jacksonville FL, US Mark Krein - Charlotte NC, US
Assignee:
Bank of America - Charlotte NC
International Classification:
G06Q 40/00
US Classification:
705 38, 705 35, 705 40, 705 39
Abstract:
Apparatus and methods for evaluating risk of nonpayment for mobile payments. Wireless phone numbers with associated customer history and account information may be used as a proxy to determine risk of nonpayment. Risk scores may be continually updated with new purchase and payment information. In some embodiments, authorization for a point of sale transaction may include evaluation of the mobile wireless risk score. A low wireless number risk score may result in authorization of the transaction. A high wireless number risk score may result in denial of the transaction.
Neural Network Host Platform For Generating Automated Suspicious Activity Reports Using Machine Learning
- Charlotte NC, US Andrew Vlasic - Charlotte NC, US Jeremiah Thompson - Charlotte NC, US Nancy T. Carrier - Charlotte NC, US Selvakumar Albert - Charlotte NC, US
Aspects of the disclosure relate to using machine learning techniques for generating automated suspicious activity reports (SAR). A computing platform may generate a labelled transaction history dataset by combining historical transaction data with historical report information. The computing platform may train a convolutional neural network using the labelled transaction history dataset. The computing platform may receive new transaction data and compress the new transaction data using lossy compression. The computing platform may input the compressed transaction data into the convolutional neural network, which may cause the convolutional neural network to output a suspicious event probability score based on the compressed transaction data. The computing platform may determine whether the suspicious event probability score exceeds a predetermined threshold and, if so, the computing platform may send one or more commands directing a report processing system to generate a SAR, which may cause the report processing system to generate the SAR.
- Charlotte NC, US Hemant Kagade - Charlotte NC, US Sudeshna Banerjee - Waxhaw NC, US Marc Douglas Halsted - Charlotte NC, US Seyamak Amin - Plano TX, US Nancy Teter Carrier - Jacksonville FL, US Greg D. Farley - Tega Cay SC, US Dilip Nair - Charlotte NC, US David Neil Joffe - Charlotte NC, US David Joa - San Bruno CA, US
Assignee:
BANK OF AMERICA CORPORATION - Charlotte NC
International Classification:
G06Q 30/02
Abstract:
Systems, methods, computer-readable media, and apparatuses for receiving transaction data associated with a transaction between a first business entity and a second business entity are provided. Data may be extracted from the transaction data to determine a category of the transaction. In some examples, an identity of a first and/or second business entity may be determined from the transaction data and/or additional data. One or more business characteristics of the first or second business entity may be determined based on the identity of the business and the category of the transaction. Accordingly, a network of other business related or having potential to be related to the business entities may be identified (e.g., potential or current vendors, suppliers, service providers, customers, and the like).
Resumes
Assistant Vice President And Meeting And Event Planner
Glide Memorial Nov 1998 - Dec 2016
Alto
Semi Aug 2004 - Nov 2005
Consultant and Contractor
Wells Fargo Aug 2004 - Nov 2005
Assistant Vice President and Meeting and Event Planner
Maxwell Hotel Joie De Vivre Hospitality Sep 2003 - Aug 2004
Director of Sales
San Francisco Bay Collection 2002 - 2003
Sales Manager
Education:
Florida State University Sep 1978 - 1982
Bachelors, Bachelor of Science, Accounting, Finance
Skills:
Event Management Event Planning Trade Shows Meeting Planning Hotels Hospitality Sales Social Media Marketing Corporate Events Hospitality Industry Food and Beverage Customer Service Fundraising Contract Negotiation Catering Marketing Hospitality Management Program Management Management Budgets Networking Leadership Nonprofits Restaurants Government Marketing Communications Incentive Programs Negotiation
Interests:
Children Civil Rights and Social Action Environment Disaster and Humanitarian Relief Human Rights Animal Welfare Arts and Culture Health