Projects
Selected work, most recent first.
Archie BYOC Platform · P-1 AI
Deploys an engineering AI agent into customer-controlled cloud; each install assembles from independently versioned components.
P-1's engineering agent runs inside customer cloud environments rather than ours. Each install is assembled from independently versioned components, so deployments can differ per customer without forking the platform.
Zero-Trust Agent Gateway · P-1 AI
A phantom-token pattern — agent code in ephemeral sandboxes holds only opaque, request-scoped tokens; the gateway keeps every real credential.
Agent-written code runs in ephemeral sandboxes and never holds real credentials. Sandboxes get opaque, request-scoped tokens; the gateway holds the real ones and enforces authentication, authorization, scoping, and rate limits.
Duplicate-Invoice Detection · Amazon
Real-time duplicate-invoice detection (up to 500 TPS) with pluggable rule and ML engines, part of Amazon's fraud-prevention suite.
Real-time detection service handling bursts up to 500 TPS, with rule-based and ML engines behind a common interface so new detectors ship without touching the pipeline. Runs on Lambda, SageMaker, and OpenSearch.
EU Compliance Ingestion · Amazon
Processes roughly one billion book titles per year, extracting required metadata and storing compliance artifacts at 500 TPS.
Pipeline on Fargate, SNS/SQS, and Lambda processing roughly a billion book titles a year — extracting required metadata and storing compliance artifacts at up to 500 TPS.
Transaction Tagging Engine · Ampla
Re-implemented with Aho–Corasick; runtime went from hours to 90 seconds.
Re-implemented Ampla's transaction tagging around Aho–Corasick string matching, taking runtime from hours to 90 seconds.