Plano, Texas, United States
Capital One Auto Finance – Dealer Technology
• Led end-to-end development of a solution integrating alternative income data into decision systems, improving stipulation accuracy and reducing manual reviews.
• Implemented a solution for a Multi-Armed Bandits testing framework within a microservices architecture to optimize personalized offer strategies.
• Investigated and resolved high-priority production incidents through root cause analysis, design fixes, and stakeholder communication.
• Unblocked team delivery by troubleshooting CI/CD pipeline issues and stabilizing test suites.
• Conducted Level 3 remediations by analyzing complex Oracle DB stored procedures and large codebases to clarify policy implementations for business stakeholders.
• Automated the generation of ~400K adverse action letters, reducing manual effort and ensuring compliance.
• Created Gherkin-based test scripts to validate multiple loan decisioning intents before deployment.
• Built on top of an XGBoost model parser to enable flexible model logic traversal, allowing analysts to customize and deploy traversal logic independently.
Capital One Auto Finance – Financial Services Data
• Automated a 3–4 hour manual data migration into a 2–3 minute, reliable, and reusable workflow with custom scripting and GitHub integration.
• Improved pipeline reliability with features like historical migration mode, empty file checks, and stream polling.
• Migrated legacy Scala/EC2 jobs to containerized Python services on ECS, cutting costs and enhancing scalability.
• Built and configured Docker images for Selenium tests in AWS Lambda using SAM CLI.
