Aaron Wilson

Architected and launched a revenue recovery system processing over $2M in lifetime recoveries, implementing an end-to-end workflow for property damage and utility payment collection. Designed and built a production AI/ML inference and reasoning pipeline supporting Retrieval Augmented Generation capabilities, including refining an intelligent document retrieval system to optimize information discovery for AI reasoning models. Developed a reasoning quality assessment system improving high-quality response generation from 10% to 30% and medium quality from 30% to 60%. Contributed to the design and development of a knowledge base seeding system for clients without existing documentation, enabling automated knowledge extraction from customer communications. Supported integration framework connecting with key business systems like Hubspot, Slack, Rently, Confluence, and Front. Designed and built back-end architecture of a greenfield mortgage readiness and credit enhancement product providing

Architected and implemented full-stack rewrite of legacy internet radio platform using React Native and Supabase. Integrated automated music recognition system using ACR Cloud. Developed comprehensive licensing compliance reporting with automated reporting for DMCA and royalty requirements. Eliminated critical security vulnerabilities by implementing modern authentication and data access patterns.

Engineered a comprehensive testing framework enabling automated reproduction of complex production scenarios in isolated environments, making previously untestable user states debuggable and verifiable. Architected a flexible equity contribution system to support resident early home buybacks, with robust transaction handling, categorization, and verification. Led redesign of financial reporting system reducing monthly close time by 7 days, fundamentally restructuring data representation to eliminate manual reconciliation previously required by accounting team.