CLASSIFIED // UNIT DOSSIER — CLEARED FOR PUBLIC DISCLOSURE

DEVIN McCAW

UNIT MCW-2027 · FOUNDER-CLASS

STATUS: OPERATIONAL · LOCATION: IRVINE, CA

Founder & CEO of Parasource. CS & Engineering @ UC Irvine. Sold phones at a #1-of-802 clip before pivoting to selling the future.

> INTERROGATE THE UNIT> CONTACT
Devin McCaw in a navy blazer at the AILA annual immigration-law conference
FOCUS: LOCKEDTHREAT LEVEL: FRIENDLY

// 01 · SPEC SHEET

NEURAL SYSTEMS — ONLINE
  • RAG pipelines
  • LangChain
  • Vector databases (pgvector)
  • Anthropic Claude API
  • OpenAI API
  • LLM prompt engineering
  • Subagent-driven development
  • Human-in-the-loop gating
PERSUASION SYSTEMS — ONLINE
  • Consultative sales
  • Go-to-market strategy
  • Customer discovery
  • Stakeholder management
  • MVP scoping
  • Roadmap planning
  • Recruiting & growth
RUNTIME — ONLINE
  • Python
  • C/C++
  • TypeScript / JavaScript
  • React
  • Next.js
  • Node.js
  • SQL
  • Arduino
INFRASTRUCTURE — ONLINE
  • AWS (EC2, S3, Lambda)
  • Docker
  • PostgreSQL
  • CI/CD
  • Cloudflare
  • Git
  • Test-driven development

FIRMWARE CERTIFICATION: CompTIA Security+ (network security, threat mitigation, identity management)

SELF-DIAGNOSTICS (unaudited)
  • CAFFEINE BUFFER97% — nominal
  • WORK ETHIC100% — value clamped at max
  • HUMILITY MODULE12% — file not found

// 02 · BENCHMARKS

performance under retail combat conditions. all figures literal.

0%
REVENUE VS QUOTA

Averaged 150–200% of sales quota at Verizon, 2024–2025.

#1/0
NATIONWIDE STORE RANK

Drove his MarketSource store to #1 in the nation out of 802 stores.

+0%
TEAM SALES PRODUCTIVITY

Increased sales productivity 600%+ YTD by training new reps at MarketSource.

0%
ORG GROWTH, ONE QUARTER

Grew Triangle Fraternity 350% in one quarter — fastest-growing chapter nationwide.

// 03 · INSTALLED MODULES

PARASOURCE.EXE

Founder & CEO

The firm brain for immigration practice: a per-organization knowledge core with multilingual intake (11 languages), a lawyer-gated client responder, and a caseworker assistant. Provides legal information only — never autonomous legal advice.

◉ RUNNING · uptime since Apr 2026

> parasource.ai
DAISYHELPS.APP

Lead Developer & Product Manager

An AI assistant that sits as an overlay and guides tech-illiterate users through their own computer. React + Python, with LLM workflows across ElevenLabs, Claude, and Groq.

◉ RUNNING · shipped May 2026

> github.com/hackedbydata/daisyhelps
ZOTLABS.ORG

Founder & Vice-President

UCI student incubator. Directed product strategy for three flagship incubations from ideation to MVP and secured funding for infrastructure and development.

◉ RUNNING · uptime since Jan 2026

// 04 · TRAINING DATA

UNIVERSITY OF CALIFORNIA, IRVINE

BS, Computer Science & Engineering · Minor in Innovation & Entrepreneurship

2025 – 2027 (expected)

  • · GPA 3.846 / 4.0
  • · Dean's Honor List — every quarter to date
  • · Coursework: ML & data mining, AI, algorithms, embedded software, operating systems, digital systems
CHAFFEY COLLEGE

Four AS degrees: Computer Science, Math, Physics, Physical Science — with Honors

2022 – 2025

  • · GPA 3.6 / 4.0
  • · 113 units transferred

⚠ CURRENT LOAD: 24 units (summer quarter) — unit is overclocked

// 05 · CHANGELOG

  1. v2026.4 · Apr 2026
    PARASOURCE.EXE deployed

    Founded Parasource Inc. as CEO — AI firm-brain platform for immigration nonprofits and law firms. Full stack: Next.js, FastAPI, PostgreSQL + pgvector, AWS.

  2. v2026.1 · Jan 2026
    ZOTLABS module installed

    Founded ZotLabs at UCI; VP overseeing three incubations from ideation to MVP.

  3. v2025.11 · Nov 2025
    Cybersecurity evaluation patch

    Handshake AI Fellowship — evaluated LLM outputs for accuracy and depth in cybersecurity as an AI trainer.

  4. v2025.9 · Sep 2025
    Migrated to UCI · Triangle founding father

    Transferred to UC Irvine (CS&E). Co-founded UCI's Triangle chapter as VP of Growth — +350% in one quarter, fastest-growing chapter nationwide.

  5. v2024.8 · Aug 2024
    SALES_ENGINE v2 (Verizon)

    Retail sales at Verizon — consistent top performer at 150–200% of revenue quota.

  6. v2023.8 · Aug 2023
    SALES_ENGINE v1 (MarketSource)

    Promoted to Mobile Department Lead after holding the #1 individual sales rank district-wide; store reached #1 of 802 nationwide.

  7. v2022.8 · Aug 2022
    Initial boot (Chaffey College)

    Compiled four associate degrees in parallel — CS, Math, Physics, Physical Science — with honors.

// 06 · INTERROGATION TERMINAL

INTERROGATION_TERMINAL — cleared for public disclosureLLM-POWERED

the unit is listening. ask it anything — or start with a button below.

visitor@devinmccaw.com:~$

live model, tiny token budget, grounded in the resume. it cannot make things up about the unit — rule 1 of its system prompt.

// 07 · UPLINK

OPEN CHANNELS