Maurice Thomas.

EVIDENCE-BACKED RESUME · AUSTIN, TX

MAURICE
THOMAS

AI systems builder and evaluator working across agent reliability, production workflows, payments, and customer operations.

Every underlined claim is clickable. Open it to inspect the underlying proof.

mrthomaslmg@gmail.com ↗github.com/dktrn9ne ↗linkedin.com/in/mrt45 ↗

SELECTED EVIDENCE · CLICK TO INSPECT

CLAIM / PROOF 01● VERIFIED

Production release discipline

“Delivered changes through GitHub pull requests with CI-gated builds, regression suites, browser and desktop smoke tests, reproducible release checks, and human-controlled deployment.”

PRIMARY SOURCE

Cadence PR #35 — merged October 13, 2026

353 unit and integration tests across 30 files, Node 22 CI, production-browser checks, built Electron smoke tests, zero reported dependency vulnerabilities, and byte-for-byte release archive verification.

GitHub · merged pull request

Inspect merged PR ↗

01 / EXPERIENCE

Work that can
survive inspection.

2026—PRESENT

INDEPENDENT / PROJECT-BASED

AI Evaluation Consultant

Tests model and agent behavior for correctness, instruction adherence, reliability, edge cases, and task completion. Converts recurring failures into structured criteria and actionable product feedback.

  • Works across rubric design, adversarial testing, failure classification, human review, and regression analysis.

2019—PRESENT

LIBRARY LABS · FOUNDER

AI Product & Systems Builder

Designs and builds agentic, fintech, automation, and creative-technology products from workflow definition through implementation and validation.

2016—2018

COGNIZANT · META/FACEBOOK

Senior Process Specialist

02 / CAPABILITIES

Systems thinking,
made operational.

AI & EVALUATION

Agentic workflows · Tool use · Evals · Rubrics · Failure analysis · Regression testing · Human approval · Model quality

ENGINEERING

TypeScript · Node.js · Python · JavaScript · React · REST APIs · Git/GitHub · PostgreSQL · Supabase · Vercel

OPERATIONS

Workflow mapping · Requirements · QA · Escalation · Audit trails · Product operations · Customer enablement · Documentation

INTEGRATIONS

MCP · Stripe · Mux · TalkJS · XRPL · Webhooks · Authentication concepts · Event-driven systems

03 / PROOF INDEX

Sources, not
superlatives.

Evidence standard: “Verified” points to a public repository, merged pull request, test record, or technical documentation. “Corroborated” points to a professional profile or employment record. Planned work is never presented as completed work.