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Background

I find it.
I build it.
I run it.

20 years old. Tampa, Florida. I've been building production-grade AI systems for real businesses since the earliest days of the modern LLM API stack. I find where AI saves your business money, then build and run those systems for you — done-for-you, not theory.

The background
behind the work.

I don't come from a consulting firm. I come from building products, running outreach, closing deals, and shipping code — all before turning 21.

Work with me →
01 · Origin

Started in sales. Learned what actually breaks.

Before AI, before products, I was running outreach — cold email, calls, pipeline management. I know what it feels like when follow-ups fall through the cracks, when CRMs are a mess, when the business depends on the founder being in every deal. That experience is why I build the tools I build.

Working as Sales Manager at Foundit Marketing, I saw how small teams with real revenue were constantly limited by manual operations. That's the gap I've been closing ever since.

02 · Shipped Product

Co-founded and shipped Milo — AI CRM for home service.

Milo was an AI-powered CRM built specifically for home service contractors — roofers, HVAC companies, landscapers, cleaners. I co-founded it, designed the product, and built the entire backend on Cloudflare Workers with the Claude API powering the intelligence layer.

Milo automated lead intake, scored pipeline priority, and sent intelligent follow-up sequences. A real product, shipped from scratch. The systems thinking behind it goes into every client build I take on.

03 · Shipped Product

Built and shipped HireRecruitAI — solo, from scratch.

HireRecruitAI was an end-to-end AI recruiting platform for Series A/B startups and staffing agencies. Built solo: Cloudflare Workers backend, Stripe billing, Claude API for candidate intelligence, Resend for automated email sequences.

Shipping two AI products from scratch, solo, in under a year is what separates me from someone who learned AI from a course. When I build a system inside your business, it's reps — not theory.

04 · Real estate

Licensed real estate agent with Compass, Tampa Bay.

I'm a licensed real estate agent affiliated with Compass in the Tampa Bay area. This isn't a side credential — it gives me a deep understanding of commission-based, relationship-driven businesses where every lead, every follow-up, and every deal is personal.

Most AI consultants have never run a sales motion or worked with a client whose income depends on conversion. I have — and it shapes every system I build.

05 · Now

Building for clients full-time. Building in public.

Today I run cartersimmons.org as a done-for-you AI practice — taking on a select number of founders and SMBs, finding the 2–5 places AI gives them the biggest return, then building and running those systems for them. I'm also active on Instagram (@_cartersimmons_) building in public and sharing what I learn.

Every engagement I take is personally reviewed. I'm not farming this out to a team — it's me, doing the work.

Real tools.
Real businesses.
Already running.

These aren't demo projects or portfolio pieces. Every system below was built to solve a real operational problem for a real business — including my own.

Milo — AI CRM for Home Service
Shipped · 2025–2026

An AI-powered CRM and lead follow-up platform built specifically for home service contractors — roofers, HVAC, landscapers, cleaners, and general contractors. Milo solved the #1 problem in home service: leads going cold because no one followed up fast enough.

The system automated lead intake from multiple sources, scored pipeline priority using AI, and sent intelligent, context-aware follow-up sequences without the contractor lifting a finger. Built on Cloudflare Workers with the Claude API as the intelligence core. The same architecture goes into the systems I build for clients.

Cloudflare Workers Claude API CRM Automation Lead Follow-Up Stripe
HireRecruitAI — AI Recruiting Platform
Shipped · 2026

An end-to-end AI recruiting tool built for early-stage startups and staffing agencies. The platform automated candidate sourcing, generated AI-written personalized outreach sequences across email and LinkedIn, and managed the entire pipeline from first touch to warm lead handoff.

Built and deployed solo — full Cloudflare Workers backend, Stripe subscription billing, Claude API for candidate intelligence and message generation, Resend for email delivery, and a full drip sequence system for cold outreach. Shipped, learned from, moved on.

Cloudflare Workers Claude API Stripe Resend Email Automation
Outreach Automation Systems
Client builds · Ongoing

Custom AI outreach engines built for founders and SMBs — finding ideal prospects, generating personalized first-touch messages at scale, and routing warm responses directly into a CRM without manual work. Built for cold email, LinkedIn, and Instagram DM campaigns.

Each system is trained on the client's specific offer, ICP, and tone so messages don't sound automated. The goal is personalization at a volume no sales rep can match.

Cold Email LinkedIn Automation CRM Integration Claude API
Lead Nurture & Follow-Up Sequences
Client builds · Ongoing

AI-driven follow-up systems that monitor lead status, send context-aware messages at the right time, and escalate or close conversations without any manual input. Designed for service businesses where speed-to-response directly impacts close rate — because it always does.

These systems don't just send generic drip emails. They assess the lead's stage, what they've responded to, and what they haven't — then send the message most likely to get a reply.

Lead Scoring Automated Follow-Up Claude API CRM Sync
Content & Copy Pipeline Tools
Internal + client builds

AI tools trained on a business's specific voice, positioning, and offer — producing social posts, outreach copy, sales emails, and ad creative in minutes instead of hours. Used internally for Milo's own Instagram and outreach, and deployed for consulting clients.

The key difference from off-the-shelf AI writing tools: these are trained on the client's actual content, offers, and past high-performing copy — so the output sounds like them, not like a language model.

Voice Training Social Content Ad Copy Claude API Outreach Copy

How it
all happened.

Not a linear path. A series of bets — most of which paid off.

2025

Sales Manager, Foundit Marketing

Ran outreach, managed pipelines, worked with real clients. Saw firsthand how small teams with real revenue were constantly limited by manual operations and slow follow-up.

2025

Licensed Real Estate Agent — Compass, Tampa Bay

Got licensed and affiliated with Compass. Built an understanding of commission-based, relationship-driven sales that became core to how I think about AI systems for service businesses.

2026

Built & Launched HireRecruitAI

Built an AI recruiting platform solo — Cloudflare Workers, Claude API, Stripe, Resend. Targeted Series A/B startups and staffing agencies. First full AI product shipped from scratch.

2026

Co-founded Milo

Co-founded Milo — an AI CRM for home service contractors. Built the entire backend, designed the product, and took it from idea to paying customers. Still the primary product today.

2026

Launched AI Consulting Practice

Formalized consulting at cartersimmons.org — Audit → Manage → Lead. Started taking on founders and SMBs who needed AI systems built and run, not just advised on.

Now

Building for clients full-time. Building in public.

Done-for-you AI, full-time — taking on a selective number of revenue-generating SMBs who need AI systems found, built, and run. Documenting everything on Instagram (@_cartersimmons_). Every engagement personally reviewed.

Ready to build
something real?

Start with a free qualifying call — I'll review your operation, identify your highest-leverage AI opportunities, and find the right engagement tier for your business.

Book a free call → see pricing first →