Timothy M Banks

Senior financial services and analytics professional with extensive experience identifying business opportunities, developing data-driven solutions, advising decision-makers, and translating complex technical capabilities into measurable business outcomes. Career background spans banking, consumer lending, insurance, credit, risk, advanced analytics, machine learning, forecasting, customer segmentation, product strategy, and operational improvement. Experienced working with executives, product managers, technical teams, model developers, risk professionals, and other stakeholders to understand business challenges and recommend practical solutions.

Demonstrated ability to support revenue growth, customer acquisition, sales improvement, product strategy, marketing optimization, and high-value financial decisions. Brings strong financial-services expertise, analytical credibility, executive communication skills, and a consultative approach applicable to client solutions, business development, strategic sales, solutions consulting, and technology-enabled financial-services roles.

Senior Model Validation Analyst at ALLY FINANCIAL (2022 – Present)

• Advise business and technical stakeholders on the effectiveness, performance, and business suitability of advanced analytical and machine-learning solutions.
• Analyze complex business applications and identify opportunities to improve solution performance, reliability, and alignment with business objectives.
• Partner with model-development teams and stakeholders to evaluate proposed approaches, challenge assumptions, and develop practical recommendations.
• Translate sophisticated analytical findings into understandable business implications and recommendations for decision-makers.
• Independently reconstruct and evaluate analytical solutions to determine whether methodologies and outputs effectively support intended business uses.
• Identify performance concerns and improvement opportunities and communicate findings in a manner that facilitates stakeholder understanding and action.
• Build productive relationships across analytical, risk, technology, and business functions through collaborative problem solving and subject-matter expertise.

Quantitative Audit Manager at TRUIST FINANCIAL CORP. (2019-09 – 2022-01)

• Led complex advisory and review engagements involving financial and quantitative solutions across credit, market, finance, and trading-risk organizations.
• Worked directly with business leaders, technical specialists, and risk professionals to understand business objectives, evaluate solutions, and identify potential areas for improvement.
• Evaluated model-related exposures exceeding $10B in balance-sheet and income-statement impact, helping stakeholders understand important financial and business risks.
• Presented findings and recommendations designed to improve business processes, analytical solutions, controls, and decision-making.
• Advised model-development and validation teams regarding industry standards, regulatory expectations, and solution improvements.
• Developed credibility with senior and technical stakeholders by combining financial-services knowledge, analytical expertise, and clear communication.
• Facilitated resolution of complex issues by balancing independent challenge with collaborative stakeholder engagement.

Senior Data Analytics Developer at STRATEGIC STAFFING SOLUTIONS - USAA CONTRACTOR (2019-04 – 2019-06)

• Partnered with business and technology teams to identify factors affecting customer satisfaction and IT service demand.
• Developed analytical solutions that provided leadership with greater visibility into customer and operational behavior.
• Identified major drivers of IT help-desk incidents and customer satisfaction, supporting strategies that reduced incident volume by approximately 1 million calls.
• Produced demand forecasts that helped leadership improve workforce planning, resource allocation, and customer-service performance.
• Converted complex analytical findings into actionable recommendations for operational leaders.
• Supported business decision-making by linking customer experience, operating performance, and analytical insights.

Data Scientist (Remote) at FLORIDA BLUE (2018-09 – 2019-04)

• Worked with business stakeholders to identify opportunities to improve customer engagement, patient compliance, healthcare utilization, and cost management.
• Developed predictive solutions supporting more targeted customer outreach and intervention strategies.
• Created multi-factor customer scoring approaches to identify higher-opportunity segments and improve campaign effectiveness.
• Provided stakeholders with actionable customer insights to support more efficient targeting and resource allocation.
• Translated statistical analysis into business recommendations focused on customer outcomes and financial impact.
• Partnered across business and analytical functions to align technical capabilities with organizational goals.

AVP, Statistical Modeling at CREDIT ONE BANK (2017-12 – 2018-03)

• Led analytical initiatives supporting customer acquisition, underwriting, fraud management, and portfolio growth.
• Developed scoring solutions that contributed to more than $3 million in new subprime account bookings.
• Identified opportunities to use alternative data to strengthen decision strategies and expand addressable market opportunities.
• Partnered with business stakeholders to balance customer growth, revenue opportunities, and credit risk.
• Managed a team of four modeling professionals supporting credit, fraud, and underwriting initiatives.
• Communicated analytical insights and recommendations to stakeholders responsible for customer-acquisition and portfolio decisions.
• Supported business growth by connecting analytical capabilities with practical acquisition and decision strategies.

Senior Quantitative Financial Analyst at INSIGHT GLOBAL - BANK OF AMERICA CONTRACTOR (2017-07 – 2017-11)

• Worked with model developers, validators, risk professionals, and business stakeholders to document and communicate complex financial solutions.
• Led documentation initiatives designed to improve stakeholder understanding, solution transparency, and implementation readiness.
• Developed the conceptual framework for a Quasi-Markov Chain approach used to evaluate credit-portfolio transitions.
• Translated technical methodologies into structured business and risk documentation appropriate for multiple stakeholder audiences.
• Helped strengthen collaboration among technical, business, validation, and governance teams.
• Supported organizational decision-making by improving communication and understanding of complex quantitative solutions.

Senior Business Operations Analyst at USAA (2016-06 – 2017-07)

• Partnered with product managers and business leaders to identify opportunities to improve customer engagement, product adoption, and sales performance.
• Delivered analytical insights and recommendations that helped reduce life-insurance coverage gaps and improve sales.
• Analyzed customer/member segments to identify opportunities for more effective digital, advisory, and investment-product recommendations.
• Provided product managers with actionable insights regarding customer needs, behaviors, and potential product opportunities.
• Developed forecasting tools to support planning for customer utilization of financial-planning products and services.
• Helped connect customer analytics with product strategy, channel recommendations, and business growth initiatives.
• Communicated analytical findings to business partners in practical terms that supported strategy development and decision-making.

Quantitative Risk Analyst - Model Validation at USAA (2014-03 – 2016-06)

• Served as an internal advisor to business and analytical teams by evaluating existing solutions and identifying opportunities for improvement.
• Led an initiative that challenged historical operational-planning assumptions and helped move the organization toward a more quantitative forecasting approach.
• Identified deficiencies in customer segmentation that were negatively affecting membership and product-acquisition performance, prompting revision of the segmentation strategy.
• Identified issues in a loan-forecasting approach that could affect interest-revenue projections and influenced redevelopment of the solution.
• Worked with stakeholders to understand business requirements, evaluate analytical approaches, and recommend alternatives.
• Presented complex technical issues in terms of customer, financial, operational, and business impact.
• Influenced business and technical stakeholders through evidence-based analysis and collaborative communication.

Modeling Analyst at USAA (2010-05 – 2014-03)

• Functioned as an internal analytics consultant, working with enterprise leadership on business issues involving product demand, pricing, revenue, marketing investment, customer growth, and operational efficiency.
• Identified business opportunities and developed analytical solutions supporting strategic and financial decision-making.
• Forecasted demand for new financial-center locations, enabling leadership to evaluate potential product

Masters of Arts, Economics, University of Central Missouri

Bachelors of Arts, Economics, University of Missouri at Kansas City, Missouri