Taking builds, rescues, and AI architect roles

CHANEL HICKS-GRAY

I build your app.
Or I’ll rescue it.

AI architect and builder. I ship production systems with real auth, real payments, and real users, and I take over the ones that stalled, broke, or got vibe-coded into a corner.

5

LIVE CLIENT SYSTEMS

6+

INDUSTRIES

Web · AI · Games

WHAT I SHIP

https://pathbuilders.vercel.app
PathBuilders admin dashboard
https://bouncefxpartyrentals.com
Bounce FX Party Rentals booking site
$ audit ./inherited-app
checking auth, RLS, payments…
✓ plan: stabilize, don't rewrite
$ deploy --prod
✓ live
CLAUDEAGENT SDKMCPNEXT.JSREACTTYPESCRIPTSUPABASESTRIPEPAYPALRESENDTAILWIND CSSVERCEL
APP RESCUENEW BUILDSAI ARCHITECTUREAGENT HARNESSESMULTI-AGENT ORCHESTRATIONSECURITY HARDENINGPAYMENTS & BILLINGTEAM ENABLEMENT

ABOUT

The whole problem, end to end.

I started in psychology, studying how people make decisions, what drives behavior, and why the most logical solution isn't always the one people choose. That foundation changed how I see everything I build. Every system I design is really a question: will a real person actually use this?

Today I work as an AI architect and builder: part strategist, part engineer, part teacher. I take on the whole problem: figuring out what to build, building it (or rescuing the version that stalled), and making sure your team can run it. Sometimes the answer is AI. Sometimes it's a clean workflow and good engineering. The point is what actually works.

I care as much about the team that inherits a system as the system itself. So a build doesn't end at launch, it ends when your people can run it without me, through training and documentation that demystifies the technology instead of hiding behind it.

Founder, Hicks Virtual Solutions LLC
Founder, Stackd Studios AI

Systems Thinking

I map complexity into clarity, whether that's an operations workflow, a business model, or an AI architecture.

End-to-End Delivery

From first conversation to live system: strategy, design, build, and handoff. I own the whole arc, not just the part that's easy to code.

AI When It Fits

I build with AI when it's genuinely the best tool (agents, automation, LLM features) and reach for plain, solid engineering when that wins instead.

Strategy & Enablement

Advice on what to build first, then the training and documentation that lets your team run it confidently without me.

SELECTED WORK

Systems running in the real world.

Every window is the live site. Click through to the real thing.

WHAT CLIENTS SAY

The people running my systems, in their words.

V

Villa Concierge Co

Insurance operations

Client review

Chanel replaced three separate tools with one platform that actually fits how we work. Placements, billing, and inventory finally live in one place, and her training meant our team was running it confidently from day one.

Insurance operationssee the build →
C

Capital Core Dance Studio

Midlothian, VA

Client review

“She understood our studio before she touched the code.”

The site she built is fast, beautiful, and made for enrollment, and inquiries climbed within the first month of launch.

E

Evolution Production Co

Touring ice & dance, DMV

Client review

Full brand site shipped in two weeks with zero revision rounds. Chanel just got it, the work carried the weight a performance brand needs without us having to spell it out.

Touring ice & dance, DMVepcperform.com →

OUTCOMES

What changed for them.

3 → 1

Villa Concierge Co

Three separate tools replaced by one operations platform.

2 wks

Evolution Production Co

Full brand site shipped with zero revision rounds.

Monthly

Dance Studio Portal

Tuition billed automatically through PayPal, in production.

EXPERTISE

Build it, rescue it, or bring me in.

Three ways to work with me. Every one ends with a system that runs in production and a team that knows how to run it.

01 / NEW BUILD

Build your app

From idea to live product: data model, auth, payments, email, admin tools, and the AI features that actually earn their place. You get a system you own, documented, deployed, and handed off.

  • Next.js + Supabase + Stripe/PayPal
  • Portals, dashboards, booking, billing
  • AI features and agents where they fit

02 / RESCUE

Rescue your app

Stalled build, a contractor who disappeared, or an AI-generated codebase that works until it doesn't. I audit it, stabilize it, fix the security holes, and get it shipping again, without a from-scratch rewrite unless it truly needs one.

  • Codebase + security audit
  • Auth, RLS, and payment fixes
  • Deploy pipeline and handoff docs

03 / HIRE ME

AI Architect / Builder

Contract or fractional. I design and build agent harnesses, multi-agent orchestration, and AI workflows for teams that need them to run reliably in production, not just in a demo.

  • Agent harnesses + orchestration
  • Claude Agent SDK, MCP, tool use
  • Evals, guardrails, and team enablement
01

Systems Architecture

Workflows, data structures, and integrations that scale without adding headcount.

02

AI Engineering

Agents, tool use, retrieval, and AI features built into the product itself, with the guardrails that keep them honest.

03

Full-Stack Product Engineering

Web apps, portals, and internal tools that are technically solid, documented, and built to last.

04

Education & Enablement

Training and SOPs so your team can run what I build long after the engagement ends.

Not sure which one fits? Tell me where it's stuck.

Start a conversation

TECH STACK

The right tool for each job.

What I actually ship with, from the database to the agent layer. I pick what the problem needs, not the trendiest option.

AI & AGENT ENGINEERING

  • Claude (Anthropic)Opus · Sonnet · Haiku
  • Claude Agent SDKTool use · Caching · Agents
  • Claude CodeSkills · Hooks · Subagents
  • Multi-Agent OrchestrationLead + worker harnesses
  • MCPCustom servers & integrations
  • Vercel AI SDKStreaming · UI integration
  • OpenAI · GeminiWhen the job calls for it

FRONTEND

  • Next.jsApp Router · 14 to 16
  • React18 & 19 · Server Components
  • TypeScriptType-safe everything
  • Tailwind CSSv3 & v4
  • shadcn/ui + RadixAccessible components
  • Framer MotionAnimation & transitions
  • RechartsDashboards & reporting

BACKEND & DATA

  • SupabasePostgres · Auth · Storage
  • Row-Level SecurityMulti-role access done right
  • PostgreSQLSchema design · migrations
  • Node.jsAPI routes · server actions
  • Webhooks & Intake PipesSystem-to-system data
  • PythonScripting · data jobs

PAYMENTS & COMMUNICATION

  • StripeCheckout · Webhooks · Subscriptions
  • PayPalVaulted cards · Invoicing
  • ResendTransactional & campaign email
  • Google WorkspaceSheets · Drive · Gmail APIs

DEPLOYMENT & OPS

  • VercelHosting · CI/CD · Env
  • GitHubVersion control · Actions
  • CloudflareDNS · Workers
  • Security HardeningAuth · RLS · dependency audits

GAMES & 3D

  • Phaser 32D sims · React + Vite
  • Unity3D management sims
  • Roblox (Luau)Rojo toolchain
  • BlenderAssets & scene work

Every tool is chosen on purpose. The goal is always a system that's lean, secure, and built to last.

Let's build together

FAQ

Questions, answered.

Will you take over an app someone else built, or one made with AI?+

Yes. That's the rescue work. I audit it, fix the security and payment problems, and get it shipping again without a rewrite unless it truly needs one.

How fast does a new build go?+

It depends on scope. We set milestones in discovery so you see working pieces early instead of waiting on one big reveal.

Can I hire you for my team instead of a project?+

Yes, on a contract or fractional basis, as an AI architect and builder: agent harnesses, orchestration, and AI workflows that hold up in production.

What do I get at the end?+

A system you own, deployed and documented, plus training so your team can run it without me.

What do you build with?+

Mostly Next.js, Supabase, and Stripe or PayPal, with Claude and agent tooling where AI earns its place. The full list is in the stack section above.

Train Run, a Roblox game: city and farm worlds with coins on the tracksplay ↗

CURRENTLY BUILDING

Train Run, a Roblox game

Collect, grow, survive, explore across city and farm worlds, live on Roblox. Outside client work I build games: Roblox, Phaser sims, and a cruise ship management game in Unity.

$ git log --oneline -1
✓ train-run v1.0: city + farm worlds, live
Play on Roblox
RobloxLuauRojoGame design

THE PROCESS

$ discover --or-audit

Discovery or Audit

New build: we map the business and goals first. Rescue: I audit the codebase and tell you plainly what it needs.

$ build

Build

I design and develop the system, keeping you in the loop at every milestone.

$ ship && handoff

Launch & Hand Off

We ship and refine, then I document it and train your team to run it.

CONTACT

Building, stuck,
or hiring?
Let's talk.

A new app, one that stalled, or a role on your team. Tell me what you have and where it hurts. I reply within 24 to 48 hours.

Chanel Hicks-Gray
Replies in 24 to 48 hrs