Expertise

What I do

Six areas, listed by current focus. Most projects need several of them at once.

How I work

  • A measured baseline before any build
  • Security decided with the architecture
  • Documentation and a defined handoff

Industries

  1. Agentic Engineering

    Coding agents as part of the engineering system. Harnesses, guardrails, quality gates, and telemetry.

    Agent harnessesGuardrailsQuality gatesAgent telemetryDurable workflows

  2. Automation & Applied AI

    Manual work mapped and measured, then automated where it pays off. Models chosen on evals and cost, with guardrails.

    Process automationHuman-in-the-loop designEval engineeringModel selectionCost optimizationDocument processing

  3. Platform & Infrastructure

    AWS and GCP platforms defined in code. Kubernetes, GitOps delivery, observability, and cost control.

    TerraformAWS & GCPKubernetesGitOpsObservabilityCost optimization

  4. Security & Compliance

    Identity, least privilege, audit trails, and data boundaries designed in. Architecture that holds up under HIPAA, SOC 2, and ISO 27001 review.

    IAM & OIDCHIPAASOC 2Policy as codeSupply chain securityData boundaries

  5. Data Engineering

    Ingestion, enrichment, and event pipelines. Data modeled and accessible for products, analysis, and automation.

    Data pipelinesData modelingEvent streamingWorkflow orchestrationThird-party enrichment

  6. Product Engineering

    Web, mobile, and backend products from first version through launch and iteration. Full stack, from data model to interface.

    Web applicationsiOS & AndroidAPI designEvent-driven systemsProduct strategy