Code With CJCharlotte, NC

AI automation, built and handed over

I build the systems that do your team’s repetitive work.

Lead follow-up that stops falling through the cracks. Data that moves between your tools without anyone copying it. Reports that assemble themselves. Built properly, handed over, and yours to keep.

Book a 30-minute call

Use the arrow keys to move through the week.

One 40-hour weekTwenty of them repeat every week.Work a system can doWork that needs you

~$250K

Revenue generated building and scaling automation for online businesses

150k+

People served by systems I run in production

80+ hrs

Manual work removed per month, for a single operations team

~7 years

Engineering experience, from aerospace to AI

Selected work

Systems running in production, not prototypes.

Security automation

Caught impersonators before they could send a message

Watches dozens of online communities for accounts impersonating staff, comparing names and profile images against the real team — and acts before the first fake DM goes out.

150k+ people covered · 80+ hrs/month of manual moderation removed

  • Python
  • Flask
  • MongoDB
  • Stripe
  • Heroku

Member onboarding

Replaced a manual review queue with a workflow that runs itself

A ~100-person program was tracking applications through support tickets and video reviews by hand. Now it is one submission flow, role-gated so members, mentors and admins each see only their part.

20+ hrs/month of admin eliminated · full end-to-end test coverage

  • Next.js
  • TypeScript
  • Supabase
  • Postgres RLS
  • Playwright

AI research pipeline

Research at machine speed, with a human signature on every claim

Researches products, scores them against a 100-point rubric and drafts the copy. Every source and score is approved by a person first, and drafting can only read what was approved.

Scoring validated at ρ=0.762 against a hand-graded benchmark

  • LangGraph
  • FastAPI
  • pgvector
  • AWS
  • Terraform

Every one of these started as a 30-minute call.

Book a 30-minute call

What I build

Three problems, over and over, in every business I look at.

Lead follow-up falling through the cracks

Every enquiry gets chased — email, SMS, your CRM — until someone actually replies.

Copy-paste between systems

The same record stops being typed into three tools. It moves once and matches everywhere.

Reports assembled by hand every week

Monday's spreadsheet builds itself and arrives before anyone asks for it.

Tell me where the week goes.

Thirty minutes, no pitch deck. If there’s something worth automating I’ll tell you what it would take — and if there isn’t, that’s a useful answer too.

Book a 30-minute call
  • Fixed price, quoted in writing before you commit
  • No hourly billing, no discovery retainer
  • You own the accounts and the code
CJ, Founder, Code With CJ

CJ

Founder, Code With CJ

A little bit about me: I’m an AI software engineer with ~7 years of professional experience between aerospace and consulting/product work (agents, full-stack apps). If you’d like specific examples of systems I’ve built, I’d be happy to share.

You talk to the person building it, every time.