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Colin WolffSYS_DOMAIN: colinwolff.dev // NO_SOCIALS
SYS_STATUS: ONLINE

[SEC-03 // LEDGER]

Record of Practice

A chronological ledger of systems architecture, technical operations, precision machining and physical work.

TOTAL_SPAN: 2003 — PRESENT // DOMAINS: SOFTWARE · COMMERCE · FABRICATION

[SAMPLE RECORD // DATA PENDING VERIFICATION] Placeholder entries only. Replaced before this page is published.

01 // Systems & Embedded
Designs the stack from firmware up to delivery.
02 // Operations & Systems
Architects commerce platforms and the operations around them.
03 // Fabrication & Production
Machines, prints and laminates to engineering tolerance.

// SKILLS INDEX

05 GROUPS // 34 ITEMS
Languages
RustTypeScriptJavaScriptPythonC / C++JavaPHPSQLHTML5 / CSS3
Frameworks & Tools
AstroNext.jsReactNode.jsCandle (Rust ML)Tree-SitterDockerKubernetesTerraform / OpenTofu
Embedded & Hardware
ESP32 (RTOS)ESP8266FirmwareHardware-Software IntegrationLinux Systems Administration
Fabrication & Prototyping
Manual Lathe & MillCNC Mill & LatheParametric 3D CAD (Fusion 360, SolidWorks, Blender)Slicers (Orca, Cura)Tabletop CNC & LaserComposite Lamination
Enterprise Systems
Adobe Commerce / Magento 1 & 2Amazon Marketplace / Seller CentralERP IntegrationPIM / TaxonomyData Science & TACoS

[REC-01 // Systems & Software]

Embedded firmware, developer tooling and static web delivery

2003 — PRESENT

CITY, ST

Independent Research & Systems Architect

Self-directed / Gaugeblock

Lifelong independent engineering practice spanning early embedded hardware experimentation to modern neurosymbolic code synthesis, developer tooling, and compliance architectures.

  • Gaugeblock & miter static analysis CLI and Model Context Protocol (MCP) server
  • sawhorse & batten Candle ML runtime and grammar constraint engine
  • storypole git-native agent memory and DAG task ledger
  • Open-core residential property management & recovery housing compliance platform
  • Rust
  • Candle
  • TypeScript
  • SQLite
  • Docker
  • C/C++
  • ESP32

[REC-02 // Technical Operations & Product]

Commerce architecture, product data and delivery leadership

2021 — 2024

CITY, ST

Co-Founder & Technical Lead

Ruth Agency LLC

Technical consulting, custom software delivery, and operational strategy for small businesses and nonprofits.

  • Full-stack application engineering and custom workflow delivery
  • Operational cost optimization and client process automation
  • Digital engagement, donor outreach, and archival preservation systems
  • E-Commerce
  • Full-Stack
  • Next.js
  • Consulting
  • Leadership

2013 — 2020 · 2006 — 2010

CITY, ST

E-Commerce Manager & Technical Project Manager

Dolan NW / Seattle Lighting Fixture Co.

Multi-role career progression starting from frontline showroom sales, builder coordination, and merchandising into enterprise technical project management, systems architecture, and e-commerce leadership ($80M/yr).

  • Architected bespoke B2B procurement portals for Fortune 500 clients (Starbucks) supporting 600+ global designers ($6M revenue)
  • Directed Magento 1 & 2 adoption, full enterprise migration, and custom plugin development
  • Founded Data Science department; lowered TACoS from 28% to 15% and cut promo build times by 85%
  • Integrated legacy ERP across 14 showrooms, 2 distribution centers, and digital storefronts

Progression

  1. 2014 — 2020

    E-Commerce Manager, Technical Project Manager & Data Science Founder

    Enterprise systems architecture, e-commerce management across 12+ brands, ERP integrations, and data science operations at the Seattle corporate office.

  2. 2013 — 2014

    Residential Builder Sales Coordinator

    Managed architectural blueprint evaluation, tailored lighting/hardware packages, vendor tracking, and builder walkthroughs at the Bellevue Showroom.

  3. 2006 — 2010

    Sales Associate, Visual Merchandiser & Warehouse Logistics

    Showroom sales, inter-store distribution center logistics, display merchandising, and training manual authoring across Everett and Bellevue locations.

  • Magento
  • Adobe Commerce
  • ERP
  • PIM
  • Data Science
  • CI/CD

[REC-03 // Fabrication & Production]

Machining, welding, composites and industrial production

ONGOING · 2010 — PRESENT

CITY, ST

Fabrication Lab & Precision Prototyping

Self-Directed Fabrication Lab

Continuous hands-on prototyping across parametric CAD, 3D printing, and digital subtractive manufacturing, reinforced by contracted machining, lamination, and process standardization roles.

  • Parametric 3D CAD modeling (Fusion 360, SolidWorks, Blender) and print tuning (Orca Slicer, Cura)
  • Tabletop CNC milling, laser cutting/engraving, and mechanical assembly
  • Short-run manual and CNC lathe/mill machining strictly adhering to engineering tolerances
  • Composite layup, fiberglass finishing, and authored manufacturing standard operating procedures (SOPs)

Progression

  1. JUN 2026

    Lamination Fabricator (temp) — Jensen ProGlass

    Precision fiberglass and composite layup, finish trimming, and specialized component assembly.

  2. JUL 2025

    Machinist (temp) — Wilson Machine Works

    Manual lathe and mill operations for component prototyping; operated and trained on production CNC mills and lathes to blueprint specifications.

  3. 2010 — 2011

    Lamination Fabricator — Measurement Technology NW / Thermetrics

    Composite lamination and assembly of thermal measurement equipment; authored and implemented documented shop-floor SOPs to improve build consistency.

  • Manual Lathe
  • Milling
  • CNC
  • Fusion 360
  • Orca Slicer
  • Composites
  • SOPs

[REC-04 // Foundational Operations]

High-volume, temporary and early roles
PeriodRoleOrganization
APR 2026 — OCT 2026Crew MemberMcDonald's
FEB 2026Industrial Lumber Processing (temp)Belco Forest Products
JUN 2025 — AUG 2025Warehouse Manager (temp)Thermetrics / MTNW
2022 — 2023CheesemongerMurray's Cheese (QFC / Kroger)
DEC 2012 — 2014Head CashierForever 21
NOV 2012Retail Associate (seasonal/temp)Nordstrom
2011 — 2012Patient Services Representative IIThe Polyclinic / Optum
—Food Processing (temp)Campbell Soup Company
JUN 2006 — JUL 2006ServerWashington Oakes
JAN 2006 — JUN 2006Team MemberDairy Queen
OCT 2005 — FEB 2006Sales AssociateQuiksilver & Roxy