Docker packaging, Kubernetes manifests, worker queues, retry/dead-letter handling, and paper-only service boundaries.
Evidence: SignalOps operations layer →Technical stack map
Capabilities mapped to working evidence.
A recruiter-readable view of the tools, controls, and engineering foundations demonstrated in this portfolio. Status labels separate tested implementation from cloud definitions and general familiarity.
Seven operational pillars
What is demonstrated—and where.
Each pillar names the strongest verifiable artifact. “Definition” means tested infrastructure code, not a deployed cloud service.
Purged walk-forward evaluation, calibrated baselines, immutable experiment lineage, signed reports, and one-time final holdouts.
Evidence: research lifecycle →Unit and integration tests, website quality gates, checksum verification, policy scanning, artifact packaging, and fail-closed promotion checks.
Evidence: project CI/CD sections →Calibration and feature-drift signals, latency and feed-health metrics, champion–challenger shadow evaluation, incident evidence, rollback, and reconciliation.
Evidence: shadow monitoring →Signed model artifacts, hash-chained audit events, licensed-dataset admission, secrets boundaries, artifact verification, and promotion gates.
Evidence: registry and policy controls →Point-in-time datasets, schema validation, trusted timestamps, source reconciliation, immutable manifests, feature contracts, and label availability checks.
Evidence: data provenance path →Python, SQL, REST services, algorithms, data structures, full-stack engineering, B.S. Computer Science, and M.S. Information Technology.
Evidence: resume ↓AWS-oriented Terraform defines private Fargate, TLS, scoped secrets, encrypted Multi-AZ PostgreSQL, and immutable evidence backups. CI policy checks these definitions; no deployed AWS environment is claimed.
Review the deployment boundary →Master of Science in Information Technology
University of the Cumberlands · Graduated August 2026
Bachelor of Science in Computer Science
Idaho State University
Full Stack Software Engineer
Tooroot Consulting Services · React, Node.js, Express.js, MongoDB, and REST interfaces.