mitchell@localhost:~$ whoami

Mitchell Thomas

Senior Full-Stack & AI Engineer — agentic systems, LLM integration, regulated industries.

8 years shipping full-stack products. Now building agent systems that replace real business processes.

See the workGitHubLinkedIn
Computer science is no more about computers than astronomy is about telescopes.— Edsger Dijkstra

Senior Full-Stack & AI Engineer

8 Years of Experience

I build full-stack products end to end — Node, React/Next, Vue/Nuxt, TypeScript, PostgreSQL — and, for the last year, agent systems and agentic workflows that replace manual processes. Five years shipping inside compliance-heavy, regulated environments taught me to build things that have to be right the first time.

TRACKED OBJECTS01/06
01Agentsorchestration · tool use · gates020.0 / +18.0
02Evalsgolden sets · judges · CI gates080.0 / -26.0
03BackendNode · TypeScript · Postgres140.0 / +32.0
04FrontendReact · Next · Vue · Nuxt200.0 / -12.0
05InfraAWS · Docker · CI/CD · traces260.0 / +40.0
06Regulatedcompliance · review gates · audit320.0 / -34.0

Tech Stack

Languages & Frameworks

TypeScriptJavaScriptNode.jsExpressReactNext.jsVueNuxtPythonPostgreSQLPrismaTypeORMMongoDBRedis

AI, Infra & DevOps

LLM APIsAgent OrchestrationEvalsAWSDockerCI/CDMulti-tenant ArchitectureJestGit

Publications

Comparing SVM and MLP Machine Learning Models

3/20/2019 • Becoming Human: AI Magazine

Deep Learning with COVID-19 X-Ray CNN

3/20/2020 • Becoming Human: AI Magazine

Benefits of Decentralized Cloud Storage

4/6/2021 • Becoming Human: AI Magazine

Simple Example of Deploying a Smart Contract

4/23/2021 • Becoming Human: AI Magazine

The Groundbreaking Bridge Between Real World Data And Smart Contracts

10/13/2021 • Becoming Human: AI Magazine

IPFS: The Web3 Data Storage Revolution

10/25/2022 • Becoming Human: AI Magazine

SELECTED
WORK

[MANIFEST_2026] — 6 MISSIONS · 0 OPERATIONAL

SYSTEMS I'M BUILDING IN PUBLIC. EACH ONE OPENS WHEN IT RUNS.

MISSION_001IN FLIGHT
nightwatch

NIGHTWATCH

Overnight agent orchestrator — scheduled multi-agent jobs with traces, cost accounting, evals, and human gates.

TYPESCRIPT / NODE 24 / POSTGRES / CLAUDE API / DOCKER

[BRIEF →]
MISSION_002PENDING
verdict

VERDICT

Agent eval & cost CLI — golden tasks, calibrated LLM-as-judge, $/task budgets, and a CI regression gate.

PYTHON 3.12 / TYPER / PYDANTIC / GITHUB ACTIONS

[T-MINUS]
MISSION_003PENDING
redline

REDLINE

Bounded review agent for regulated content — cited findings, severity, audit log; never approves on its own.

RAG / PGVECTOR / STRUCTURED OUTPUTS / AUDIT LOG

[T-MINUS]
MISSION_004PENDING
ledger

LEDGER

Agentic data onboarding — maps a client's messy exports onto a target schema, writes the transforms and the checks that prove them, keeps lineage.

TYPESCRIPT / DUCKDB / POSTGRES / STRUCTURED OUTPUTS / DATA CHECKS

[T-MINUS]
MISSION_005PENDING
sentinel

SENTINEL

Policy gateway between agents and their tools — least privilege per job, injection defense, data boundaries, and an audit log that would survive a regulator.

TYPESCRIPT / MCP PROXY / POLICY ENGINE / POSTGRES AUDIT / RED-TEAM SUITE

[T-MINUS]
MISSION_006PENDING
parley

PARLEY

Real-time voice agent — streaming speech in, tool calls mid-conversation, speech out, under an 800 ms turn budget, with transcript evals.

TYPESCRIPT / WEBRTC / STREAMING STT·TTS / TOOL USE / LATENCY TRACES

[T-MINUS]
[BUILD_LOG] → /BLOG[FLEET_DEMO] → /FLEET[SOURCE] → GITHUB.COM/MITTHOMA

WORK
+ EDUCATION

01 · 2021-Present

Senior Full-Stack Engineer

OPEN Health (Peloton Advantage)

  • Building agent systems and agentic workflows that replace manual processes inside the company (2025–present)
  • Architected and built from scratch a central API application supporting multiple platforms
  • Spearheaded multi-tenancy architecture redesign optimizing database separation for improved security
  • Reduced hosting costs by thousands monthly while enhancing system reliability and scalability

STACK

LLM APIsAgent OrchestrationNode.jsVueNuxt.jsTypeScriptMySQLTypeORMPrismaAWSCI/CDMulti-Tenancy
02 · 2019-Present

Founder & Software Engineer

Timberwright (timberwright.ai)

  • Founded Timberwright — your entire tech team as a service: managed care, SEO/AEO, and full-stack engineering for long-term retainer clients; 25+ full-cycle projects
  • Developed HIPAA-compliant SaaS platform with microservice architecture
  • Built mobile apps for chiropractic practices driving revenue growth

STACK

Vue 3TypeScriptPostgreSQLAWSSwiftJavaNext.jsReact NativePrismaReactVueAndroid/Java
03 · 2018-2019

Web Developer

Vadela

  • Acted as sole web developer for a creative agency
  • Increased top-line revenue by $15,000 per year
  • Collaborated with designers, marketers, and photographers

STACK

ReactJavaScriptHTMLCSS
04 · 2015-2019

B.S. Computer Science

Indiana University Bloomington

  • Specialization in Artificial Intelligence
  • Minor in Human Centered Computing
  • Resident Assistant for 2 years
TTY 01 · nightwatch — mitchell@localhost● LIVE

Get In Touch

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