Kevin Champlin — Senior Full-Stack Engineer
I turn legacy systems and ambitious roadmaps into software that ships.
20+ years architecting and running production platforms — for Fortune 100/500 names and a self-funded portfolio of 14 live products. WordPress & PHP to the core; Laravel, TypeScript, Next.js, and applied AI across the stack.
production software
Anthony · Wells Fargo
built & run solo
delivered end-to-end
01 — Selected engagements
The names are the receipt.
Four deep dives into what I actually shipped — the problem, the approach, and the outcome. Scope detail under NDA where it has to be.
Modernizing a heritage brand’s editorial platform
Senior full-stack WordPress engineer on template modernization for one of the world’s most recognized apparel brands — legacy-PHP cleanup, ACF-driven editorial agility, and an answer-engine discoverability layer.
Read the case study →Engineering for North America’s largest beverage portfolio
Built and maintained consumer brand systems across White Claw, Mike’s Hard, and MAS+ — high-traffic marketing platforms where reliability and brand fidelity are non-negotiable.
Read the case study →PCI-audited transaction systems at bank scale
.NET and SQL Server engineering on PCI-audited transaction systems — SSIS data pipelines, query tuning, and SAN storage optimization where downtime and audit failures are not options.
Read the case study →
Self-learning AI systems, live in production
A portfolio of production AI: Diamond AI auto-grades and retunes its models nightly, Vantage AI runs an adaptive three-model ensemble, and AI vs AI orchestrates OpenAI, Anthropic, and Gemini in real time. Patterns most teams will need before they know it.
Read the case study →02 — The product shelf
Things I’ve built and run.
A self-funded portfolio of live software — AI systems, SaaS products, and open source. Every one is deployed, monitored, and mine end-to-end.
Vantage AI
Self-tuning equity market analysis. Three-model ensemble — momentum, mean-reversion, and sentiment — with adaptive weights that shift as accuracy data accumulates. Claude commentary on every call.
AI vs AI
Live debate platform. Two LLMs argue an audience-supplied topic in real time, streamed token-by-token. Same prompt, different models — watch the reasoning diverge.
BridgeCare OS
Enterprise-grade home care operating system. Unites agencies, field staff, and patient families on one platform — scheduling, EVV, compliance, care documentation, billing, and family transparency.
PaperCut
PDF-to-fillable-form SaaS. Drop in a static PDF, get a structured online form with field types auto-detected and a webhook-ready submission pipeline.
SEO Tool
Self-hosted SERP rank tracker. Daily ranking checks, competitor diffs, no per-keyword pricing. Used internally to track 100+ keywords across the Champlin Enterprises portfolio.
ZenPM
Project management for makers. No notifications, no Kanban theater — just the next thing to ship and a clear week ahead.
Bloom
Cycle and fertility tracker. Web app plus native SwiftUI iOS client. Honest UX without the dark patterns of mass-market trackers.
CashFlow
Personal finance app with Penny, an AI advisor that actually reads your transaction data and answers questions about where your money is going.
LoadLens
Adaptive load forecasting. Utility-scale energy prediction tooling with rolling model retraining and per-meter calibration.
Champlin Enterprises
Marketing site for Champlin Enterprises consulting — headless WordPress + Next.js with ISR caching and JSON-LD entity graphs. The same reference architecture we ship for enterprise clients.
StillWaters
AI prayer generator and daily devotional companion. Personalized prayers in your preferred tone and Bible translation, prayer wall, guided prayer, and scripture explorer.
Cloud of Witnesses
Chat with anyone in scripture — Jesus, Paul, Mary Magdalene, Cain, Judith, Enoch — in their own voices, from their own eras. Cross-canon. Built for seekers, Bible nerds, and pastors.
WP 7 Readiness Check
A free WordPress plugin that runs 30+ pre-flight (or post-flight) checks for the WordPress 7.0 upgrade. Premium visual dashboard with animated SVG readiness score, color-coded findings across 9 categories, and 4 one-click autofixes with an automatic plugin-directory snapshot safety net.
+ 17 internal tools & micro-apps shipped across 815 Media and Ironcrest Software.
03 — Client work
Sites delivered for real businesses.
Local shops to multi-location operators — 21 production websites and web apps, each one live.
04 — Capabilities
Stack breadth across four eras.
From Classic ASP and VB to PHP 8, TypeScript, and agentic AI — depth where it counts, range when it’s needed.
Languages & Runtimes
- PHP 8 · TypeScript / JavaScript
- C# / .NET · Python
- Swift / SwiftUI · Kotlin
- SQL · Classic ASP · VB (legacy)
Frameworks & Platforms
- WordPress & WooCommerce (since v3)
- Laravel · Next.js · React / Vue
- Headless WP · WPGraphQL
- PWA · native iOS / Android
Applied AI
- Agentic workflows & orchestration
- RAG & retrieval pipelines
- Multi-provider (Claude, OpenAI, Gemini)
- Self-tuning & evaluation harnesses
Data & Infrastructure
- MySQL · SQL Server · SQLite · Redis
- SSIS · data warehousing · reporting
- CI/CD · observability · on-call
- Vercel · Plesk · Docker
Domains
- Regulated finance (PCI)
- Healthcare (EVV, compliance)
- Consumer brands & high-traffic
- Higher education & public sector
How I work
- Architecture diagrams & incident playbooks
- Measurable KPIs, human-in-the-loop AI
- Ship-first, demo-never
- Same engineer, first call to last commit
05 — Track record
Two decades, deployed where it counts.
Founder & Principal Engineer
Independent senior engineering and applied-AI work: enterprise WordPress, SaaS launches, platform rebuilds, and a self-funded portfolio of 14 live products.
Senior / Lead Software Engineer
.NET / C# services and SQL Server at scale — PCI-audited transaction systems, SSIS pipelines, and SAN storage optimization.
Programmer · DBA · Sysadmin
Full-stack ERP customizations, backup & recovery, campus networking, and faculty tooling across the institution.
Programming Instructor
Taught the next generation of engineers and built registrar utilities in VB6 — where the shipping habit started.
AI doesn’t replace senior engineers — it amplifies them. I design systems where people set the strategy and AI handles the heavy lifting.— Kevin Champlin
Hiring a senior engineer who actually ships?
Open to W-2, contract, or contract-to-hire — remote or Chicago-metro. Tell me what you’re building and what’s in the way.