Contributed to GreyMatter's Universal Translator layer, designing and implementing OCSF field naming standards across the platform. Revamped the field/data mapping architecture to ensure compliance, scalability, and interoperability across enterprise environments. Automated integration creation processes, streamlining user onboarding and reducing manual configuration time.

Co-led a team of three engineers in designing an AI-driven solution using Claude Sonnet to fully automate customer data mappings, gathering customer context and logs to generate intelligent mapping recommendations — achieving ~95% accuracy. Reduced customer onboarding from over a month to near-instantaneous, replacing a manual process requiring 10+ full-time mappers across 200+ accounts, directly preventing contract cancellations and unlocking full platform access.

Contributed improvements to Rigs, an internal Kubernetes-based pre-production testing cluster. Enhanced the Go-based deployment automation tooling to streamline environment management and reduce friction for engineers testing changes before production.

Led a team of interns in a full-stack architectural overhaul of CJIS ACE, an FBI vendor application for CJIS compliance. Redesigned the Spring backend, database, and Angular frontend to natively support multiple CJIS standards. Unified two divergent codebases into one maintainable system with a multi-standard data model, eliminating significant long-term technical debt. Drove architectural decisions, led code reviews, and mentored fellow interns throughout.