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mrodgersjs-web/README.md

Mike Rodgers — Forward Deployed Engineer


Mike Rodgers

I turn AI pilots into production systems you can defend in a board meeting.

Forward Deployed Engineer · Enterprise AI Solutions Architect · Deployment Strategist
🛡️ Secret Security Clearance (U.S. Army Counterintelligence) · Denver, CO · mrodgersjs@gmail.com · 262.343.5680 · LinkedIn · rodgersintelligence.com

Python TypeScript Postgres Docker Kubernetes Terraform OpenTelemetry

C++ Fortran JavaScript


One operator. One machine. Every receipt public.

Code owns decisions. Models assist transformation. Gates decide if it ships.

What I operate in production (right now)

System Scale Stack
Multi-agent platform 56 routes (31 Next.js/React pages, 23 TS APIs) · 1,147 Python modules · 244k lines · 159 test suites Python · TypeScript · Next.js · Vercel
Retrieval layer 61,987 pages · 116,158 chunks · 100% embedding coverage Postgres + pgvector · single-writer source-of-truth
Agent tooling 48 external tool servers behind one governed orchestration layer · MCP servers (555 + 276 lines) Model Context Protocol · permission-gated
Compute fleet 4-node self-hosted AI cluster · role-tiered (light/mid/heavy) · LAN-first with remote failover Docker · Kubernetes · self-hosted inference
Data pipeline 6-check promote-on-pass ingestion gate · single-flight read cache · row-level security Postgres · PostgREST · schema-validated

This is not a portfolio. This is a production system in daily use by a live operator.

Core competencies

Languages & Frameworks

  • Python (production services, 1,147+ modules)
  • TypeScript (23 API routes, Next.js/React UIs)
  • Vite + deterministic build starters
  • REST APIs, Webhooks, OAuth, Idempotency

Systems & Scientific Computing

  • C++ (performance-critical, HPC)
  • Fortran (scientific computing, numerical methods)
  • JavaScript (full-stack, operator-facing UIs)

AI / Agent Systems

  • LLM & Multi-Agent orchestration (RAG, tool calling)
  • Model Context Protocol (MCP) servers
  • Guardrail architecture & evaluation harnesses
  • Model Evaluation & LLM-as-Judge (automated eval pipelines, acceptance gates)
  • LLM Observability (OpenTelemetry traces, drift detection, agent tracing)
  • MLflow / Weights & Biases (experiment tracking, model registry)
  • pgvector retrieval at 116K+ chunk scale

Infrastructure & Data

  • Docker, Kubernetes, self-hosted inference
  • Terraform (infrastructure-as-code, multi-cloud provisioning)
  • Postgres with row-level security
  • pgvector, schema validation, single-flight caching
  • Airflow / Prefect (data pipeline orchestration)
  • CI/CD, GitHub Actions, release gates

Enterprise & Deployment

  • AWS, Azure, OCI, Cloudflare
  • EHR, CRM, ITSM integration
  • PII handling & regulated-environment compliance
  • Stakeholder Translation (executive ↔ engineering · clinical ↔ technical)
  • Customer-embedded discovery & scoping

Engineering artifacts

ProofPacket verification layer

Makes an AI agent's "done" claim cryptographically re-verifiable instead of taken on trust.

  • 60 modules · 252 tests passing · CLI · MCP server · signed run ledger · OpenTelemetry hooks
  • Tamper-detection path covered by its own dedicated test suite
  • Built because agent output that cannot be re-verified is why enterprise pilots stall in review
  • → proof-studio · proof-gate-action

Multi-service agent orchestrator

CLI that boots and supervises a multi-service agent system with health checks and bounded restart behavior.

Three-layer build gate

Data validation → test global-setup → change verification. Fired in production this week and stopped a corrupt corpus from shipping.

Deterministic build starter (Vite + TypeScript)

Ships with a sealed, hash-verifiable ProofPacket so a build's provenance travels with the artifact.

Case studies (anonymized)

Client type Problem What I shipped Measured impact
PE portfolio company ($50M rev) Stuck AI pilot — RAG chatbot hallucinating in customer-facing demos 6-check ingestion gate + pgvector retrieval + confidence-gated responses Pilot → production in 90 days · 0 hallucinations in 30-day audit
Healthcare system ($6B rev) 3-hour ED wait times across 5 hospitals EmOpti teletriage integration into clinical workflow 3hrs → 15min · 130K+ patients · GWU Innovation Award
Enterprise SaaS (Oracle Cerner) External consultants costing $2M+/yr for competitive intel AI-powered CI system processing 150+ daily signals autonomously $35M opex reduction · replaced consultants entirely
Healthcare startup (EmOpti) Stalled growth mid-COVID, no enterprise sales motion Deployed telehealth into HCA + Advocate + Jefferson · built pipeline $10M Series A · 35% CAGR · $1M revenue Y1

Install me as a teammate

npx mrodgersjs-web --ask "how do proof gates work?"

mrodgersjs-web-teammate — pure-stdlib Node CLI. --ask, --audit, --deploy. Zero dependencies.

Career trajectory

2025–Now   RODGERS INTELLIGENCE GROUP     Founder & Forward Deployed Engineer
           1,147 Python modules · 56 routes · 116K-chunk RAG · 4-node fleet
           Consulting: PE portfolio companies · healthcare · professional services

2021–2026  ORACLE (formerly CERNER)        Sr. Director, Strategy & Competitive Intel
           AI-powered CI: 150+ daily signals · replaced external consultants
           Post-acquisition integration · AI as core transformation driver

2020–2021  EMOPTI, INC.                    VP, Business Development
           Deployed telehealth into hospitals (vendor side — same platform bought as buyer)
           $1M revenue Y1 · $10M Series A (COVID) · 35% CAGR

2018–2020  ADVOCATE HEALTH (fka Aurora)   VP, Commercial & Strategic Innovation
           Scaled EmOpti across 14 EDs · Founded 83 Tech Harbor (30 people, $27M budgets)
           Architected $6B → $25B+ growth plan · $28M venture investments

2016–2018  ADVOCATE HEALTH                 Director, Strategic Innovation
           ED wait: 3hrs → 15min · 130K+ patients · GWU Innovation Award
           $10M venture fund · $100M Wisconn Valley Fund · 5 workstreams ($60M+)

2013–2015  ADVOCATE HEALTH                 Operations / Business Innovation Manager
           Babyscripts: 200K+ mothers · $1M Noom partnership · First EmOpti deployment

Open-source systems

System What it does Verify
proof-studio Catch false "done" — signed completion detection rigforge demo
proof-gate-action GitHub Action: proof verification in any CI 6/6 tests ✅
rig-deviate 40 deviation engines × 14σ rungs pip install rig-deviate
rig-ai-engineering Prompt intelligence: 4-axis scoring pip install rig-ai-engineering
rig-enhanced-guardrails LLM validation with proof-gated completion 16/16 tests ✅
rig-enhanced-evals L10 self-evolving eval harness 9/9 tests ✅
rig-enhanced-agent-ops Proof-gated agent ops + audit trail 20+14 tests ✅
rig-doctrine-overlay Make any AI repo 1000x governed ./apply-overlay.sh
rig-agent-firm GitHub-native agent firm: 6 role-agents fork the constitution
mrodgersjs-web-teammate npx mrodgersjs-web — CLI teammate npx mrodgersjs-web
Full studio index (16 additional repos)
Studio Promise Verify
fde-portfolio Discovery → eval → handoff bash scripts/smoke.sh
rigforge ProofPacket platform package bash scripts/smoke.sh
jake-studio Operator OS + L10 (38 tests) bash scripts/smoke.sh
mesh-studio Fleet probe / boot / recover rig-mesh smoke
resume FDE resume (md · pdf · docx) open RESUME.md
agency-studio Role contracts (Builder ≠ Verifier) bash scripts/smoke.sh
app-factory-studio Spec → scaffold + prove bash scripts/smoke.sh
strategy-studio Deterministic strategy routing bash scripts/smoke.sh
communications-studio Gated comms protocol engine bash scripts/smoke.sh
doctrine Rules agents load before acting bash scripts/smoke.sh
openwork Operator workstation shell bash scripts/smoke.sh
design-studio Public tokens + UI checklists bash scripts/smoke.sh
patents Patent status (titles only) bash scripts/smoke.sh
mike-rodgers-site Personal site open index.html
birch-rig-boots Boot configurator site e2e tests

Credentials

🛡️ Secret Security Clearance — U.S. Army Counterintelligence & Communications (active vetting) B.S. Industrial Engineering · Iowa State · 3.63 GPA with Distinction Six Sigma Black Belt · Project Management Professional (PMP) Primary Leadership Development Course with Distinction · Primary Leadership Military Award AWS Certified Solutions Architect (in progress) · OCI Certified

rodgersintelligence.com — book a free 30-minute assessment

Built as an operator. Documented as an FDE. Verified with proof — not vibes.

Pinned Loading

  1. agency-studio agency-studio Public

    Agent role contracts with Builder-Verifier separation — multi-agent architecture with hard boundaries. AI agent team composition and governance.

    Shell

  2. fde-portfolio fde-portfolio Public

    Forward Deployed Engineer portfolio — discovery to go-live playbooks, evaluation strategy, handoff templates. FDE methodology and deployment governance.

    Shell

  3. jake-studio jake-studio Public

    Operator OS with L10 self-evolving harness — 38 core tests, closed-loop verification, agent governance. Local-first AI operations platform.

    Python

  4. mesh-studio mesh-studio Public

    Fleet control plane — probe, boot, recover multi-node AI subsystems with proof. Docker, Kubernetes, self-hosted inference fleet management.

    Python

  5. proof-studio proof-studio Public

    Catch AI agents when they lie about done — HMAC-signed ProofPackets make completion claims cryptographically re-verifiable. Forward Deployed Engineer tool for governed AI production.

    Python

  6. resume resume Public

    Mike Rodgers — Forward Deployed Engineer resume in markdown, PDF, and docx. Enterprise AI solutions architect, deployment strategist.

    HTML