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For over 10 years I've managed interdisciplinary teams doing data science and analytics. I have experience in a wide range of topics including predictive analytics, customer segmentation, and experimental design as applied to marketing, credit risk, and product analytics. My superpower lies in using data to understand how things work, then telling that story in a way that drives decisions by helping others to understand.
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Sr Manager, Data Science2Nd Order Solutions Oct 2023 - PresentGlen Allen, Va, Us -
Data Science ManagerRobinhood Feb 2022 - Sep 2023Menlo Park, California, UsI built and led a data science team focused on modeling and analytics for fraud and financial crimes (AML). Some of the problems we worked on were building new ways to detect suspicious activity, reducing false positive alerts, identifying customers that could safely have fraud restrictions removed, and improving onboarding logic to improve profitability. -
Sr Manager, Data ScienceCapital One Aug 2016 - Feb 2022Mclean, Va, UsDesign• Identified which customers were most impacted by natural disasters and the nature of those impacts, and made recommendations regarding changes to products and experiences• Partnered with AML to develop detection and prevention mechanisms to fight financial abuse of vulnerable populations• Worked with designers who were building internal data products (e.g. machine learning platform, metadata repository) to help them understand data science workflows and pressure test recommendations/designs.Anti-Money Laundering• Directly managed up to 5 direct reports while also managing projects with as many as 8-10 people.• Created alerting mechanisms for previously undetected suspicious activity by leading a cross-disciplinary team applying design thinking approaches and rapid prototyping to test hypotheses• Applied predictive algorithms to the generation and prioritization of alerts• Used text analytics to mine Suspicious Activity Reports for clusters of behaviors to inform development of new defenses• Successfully advocated for adoption of new technology that created coding efficiencies and better positioned our unit for enterprise-wide changes• Represented analytic approaches to internal audit and external regulators -
Manager, Data ScienceCapital One Aug 2011 - Aug 2016Mclean, Va, UsRecoveries• Managed a team of high-performing analysts to support model readiness for business integrations while overseeing the rebuild of the business' P&L forecasting model accounting for $1.6B in corporate revenueUS Consumer Card Customer Acquisitions• Managed a team of statisticians and business analysts to build a next-generation response model that enabled new product-prospect optimization• Developed analytic support for online credit card marketing including learning agendas and the testing and modeling architecture to support them -
Statistician / Sr StatisticianCapital One Jan 2008 - Aug 2011Mclean, Va, UsUS Consumer Card Customer Management• Worked with teams to rebuild the valuations models for two major customer management programs• Conducted R&D work on new customer behavior profiling/segmentation techniques• Rationalized analytic infrastructure through the use of new tools or consolidation of models that simplified processes and reduced overhead• Developed and monitored KPI’s of model performance and recommended action as necessarySmall Business Card Customer Management• Rebuilt and implemented the key risk model for the line of business• Evaluated value of new data sources and made recommendations on usage• Analyzed customer behavior and profitability in the context of a major market test
Travis Gray Skills
Travis Gray Education Details
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Virginia TechBiology -
Virginia TechBiology
Frequently Asked Questions about Travis Gray
What company does Travis Gray work for?
Travis Gray works for 2nd Order Solutions
What is Travis Gray's role at the current company?
Travis Gray's current role is Data Science & Analytics.
What is Travis Gray's email address?
Travis Gray's email address is tr****@****one.com
What is Travis Gray's direct phone number?
Travis Gray's direct phone number is +122524*****
What schools did Travis Gray attend?
Travis Gray attended Virginia Tech, Virginia Tech.
What skills is Travis Gray known for?
Travis Gray has skills like Predictive Modeling, Analytics, Statistics, Data Mining, Analysis, Predictive Analytics, Python, Customer Analysis, Leadership, Risk Analytics, Marketing Analytics, Statistical Modeling.
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