Fortune 500 down to mom-and-pop shops — same person, same care. AWS Solutions Architect — Professional. Based in Springville, Alabama; remote anywhere.
Different shapes — a data platform, an ML system, an agent platform, a reporting modernization, a SOX-aligned pipeline, and a cross-platform mobile app — but each one running today against real load.
Lead engineer on the central operational data warehouse. TimescaleDB with 15 schemas, 77 tables, 114 PL/pgSQL functions, 1.6M+ daily production records. Star schema, hypertables, continuous aggregates. ETL from CygNet SCADA, Snowflake, MNR; outbound to Grafana and regulatory reporting. Embedded pgai for automated issue detection over operator free-text and semantic search across historical observations.
10-agent system handling the full client lifecycle — intake, sales, scoping, build, QA, deploy, support, billing, comms, phone — across 8 project types. MiniMax M2.7 primary; Gemini 3 Flash Preview for visual QA. Voice via Pipecat + Telnyx + Deepgram Nova; agents execute inside Cua sandboxes. SvelteKit client portal on Vercel.
JSON-first replacement for three legacy scorecards (~2,300 entities/closeout). Python packagers on Teradata, Step Functions parallel branch, DynamoDB caching, single vanilla-JS viewer. AWS Bedrock (Claude Haiku 4.5) for auto-narratives + per-KPI explanations via /api/v1/kpi-explain. Closed seven latent defects en route, including an eval()-based templating injection.
ML platform over 186M+ telemetry observations. 8 categories of industrial sensor failure. Isolation Forest for unsupervised anomaly detection, Random Forest for pattern classification, LSTM for sensor-level forecasting. Packaged as an AWS CDK stack with a 580-line handoff runbook.
5-stage Azure DevOps pipeline on a self-hosted Windows agent. SQL risk classifier (BLOCKED / HIGH / MEDIUM / LOW) over ~30 regex patterns. DROP TABLE foreign-key safeguard. Transactional execution with auto-rollback. SOX-aligned audit logging.
Ionic 8 + Angular 20 + Capacitor. Single codebase → iOS, Android, installable PWA. Offline-first on Dexie / IndexedDB with a write-queue and conflict-resolving sync. AWS AppSync + DynamoDB; Cognito federated to Azure AD via MSAL.
The full working surface. Heaviest in AI/ML, AWS, and Postgres-family data engineering — but production work in mobile, voice, and DevOps too.
Email is fastest. LinkedIn is fine. If you want to skip the formal channel entirely, text the number.