[ Frisco, Texas · Founder-Led Technical Builder ]
AI Systems Builder
I build AI-assisted business software: AI assistants, client portals, workflow automation, API integrations, backend pipelines, multi-agent decision systems, and production AI tools.
AI writes useful first drafts. I turn them into working, tested, production-safe systems.
Boardroom OS is my structured multi-agent review layer for product, architecture, UX, operations, and launch-risk decisions.
Claude Code · Codex · Gemini · Next.js · Python · Docker · Google Cloud · Vercel
80+
Production deployments
12+
Live custom domains
25K+
Lines of Python in a live AI runtime
6 yrs
Customer-journey systems
Johnny Apple
Frisco, Texas · HotlistAI
Builder · Operator
Built for customer-journey software
I build the software behind messy business workflows: intake, verification, portals, CRM sync, AI follow-up, and production infrastructure.
[ Production Systems ]
Not demos. Real systems for intake, verification, customer portals, CRM sync, AI-assisted follow-up, backend queues, and production infrastructure.
Telegram-based assistant with Python backend, LLM routing, Google Workspace OAuth, preview-confirm safety before outbound actions, and regression tests before deploy.
Python · Telegram · Google OAuth · Gmail/Drive/Sheets · systemd · Linux VPS · tests
Private demo available
Structured multi-agent review system used to pressure-test product direction, architecture, workflow design, UI/UX, launch risk, and implementation plans before builds. The GPT Store beta is the public demo layer; the deeper version lives in Telegram/runtime infrastructure.
Multi-agent orchestration · GPT Store · Telegram · prompt architecture · product review · architecture review
GPT beta available · private runtime walkthrough available
Token-based client portal with autosaving questionnaire flows, admin APIs, Zapier sync, branded email briefs, and a self-hosted Next.js/SQLite deployment after migrating off managed database infrastructure.
Next.js · SQLite · Zapier · Resend · nginx · systemd · backups
Anonymized walkthrough available
Customer portal with data ingestion, engagement tracking, and CRM sync. Tokenized client access, third-party data ingestion, incremental sync, engagement events, and Follow Up Boss CRM handoff.
Next.js · TypeScript · Prisma · Postgres · RETS · CRM sync
Private demo available
Full-stack listing-video workflow where agents authenticate, complete brand onboarding, upload property photos, manage listing records, and generate branded vertical MP4 marketing videos.
Next.js · Vercel · Supabase Auth · Supabase Storage · Creatomate · Cloudflare DNS
Working Vercel app available; custom domain cleanup in progress
Queue-based lead verification and enrichment backend with email validation, Apollo/Apify integrations, Redis-backed jobs, proxy-aware processing, and dashboard visibility.
Next.js API · BullMQ · Redis · Docker · Apify · Apollo
Private demo available
Dockerized runtime for AI workflows: model routing, cost control, n8n automation, Postgres/Redis state, eval gates, and Linux security posture.
Docker Compose · LiteLLM · n8n · Postgres · Redis · promptfoo · nginx
Architecture available on request
Operational automation for staged launches, QA gates, API-backed records, and controlled activation.
Python · TypeScript · Notion API · Meta Ads API · QA gates
Anonymized case study available
[ Screenshots & Architecture ]
I can walk through architecture, screenshots, and demos without exposing private client data, credentials, repo secrets, or operational details.
Architecture available
Telegram interface, Python runtime, LLM routing, Google Workspace OAuth, preview-confirm action queue, regression tests, and Linux/systemd deployment.
GPT beta available
Business problem → specialized agents → product/architecture/risk review → build plan → implementation prompts → human-reviewed execution.
Anonymized walkthrough available
Token-based onboarding portal with autosaving questionnaire flows, admin APIs, Zapier sync, email briefs, and self-hosted deployment.
Private backend demo available
Queue-based verification and enrichment backend using Redis jobs, validation, Apollo/Apify integrations, and dashboard visibility.
Vercel app available
Agent login, brand onboarding, listing records, Supabase photo storage, and Creatomate rendering for branded vertical MP4 property videos.
Adopted resource infrastructure
AI product-building resource portal used by Legacy Christian Academy after a student program on go-to-market products, vibe coding, and shipping real code.
Private deployment / demo available
Customer portal workflow with data ingestion, tokenized access, engagement tracking, and CRM handoff.
[ How I Build With AI ]
I do not use AI as one big autocomplete box. I use it as a build system: multi-agent review for decisions, model-specific tools for implementation, and normal engineering discipline for testing, deployment, and debugging.
1
Clarify the user, input, data shape, output, and failure modes. When the decision is complex, pressure-test it through Boardroom OS before writing code.
2
Use Claude Code, Codex, Gemini, ChatGPT, v0, and model-specific workflows for first-pass implementation, UI scaffolds, and alternate approaches.
3
Refactor generated code, add validation, isolate risky actions, write tests, and protect secrets.
4
Ship to Vercel, Cloudflare, or Linux VPS. Monitor failures, fix root causes, and keep rollback paths clean.
[ Deep Build Experience ]
These are the pieces I work in for real: AI-assisted development, frontend, backend, integrations, infrastructure, data, and the judgment to connect them into systems that actually ship.
AI-assisted development
Claude Code · Codex · Gemini · Grok Code · GLM 5.2 · Kimi K2.6 · ChatGPT · v0 · LiteLLM · n8n · promptfoo · Boardroom OS
AI orchestration
Boardroom OS · multi-agent review · model routing · prompt architecture · eval gates · human-in-the-loop workflows
Frontend
Next.js · React · TypeScript · Tailwind · shadcn/ui · Framer Motion · responsive UI
Backend
Python · Node · REST APIs · webhooks · OAuth · validation · server actions · job queues
Infrastructure
Docker · Docker Compose · Linux VPS · nginx · systemd · Vercel · Cloudflare · GitHub Actions
Data
Postgres · Supabase · SQLite · Redis · Prisma · BullMQ · CSV/JSON pipelines
Integrations
Google Cloud/Workspace · Telegram · Zapier · Resend · Cal.com · Notion · Meta Ads · Follow Up Boss · Attio
Google API depth
OAuth consent flows · OAuth clients · redirect URIs · scopes · refresh tokens · API enablement · Gmail · Drive · Sheets · Docs · Calendar · Contacts · GA4 · GSC
Build workflow
local dev environments · terminal-first debugging · Git/GitHub · screenshots · demos · deployment tradeoffs
[ Supporting Production & Adoption Proof ]
Production funnel/workflow system
CRM recovery and workflow ops site
Listing-photo to branded social video app
Legacy-adopted AI product-building resource portal
Private client app
Verification backend
Home Search Portal
Private deployment
One page. Proof-focused. No fluff.