Portfolio

Built, shipped, running in production.

AI Product Engineer · Full-Stack Builder · 0→1 Founder. I ship user-facing AI products end-to-end across Next.js, React, TypeScript, and Supabase — with LLM-powered workflows and AI agents in production.

Palm Coast, FL

Selected Products · 0→1, Built & Shipped

Production work, owned end-to-end.

UI, data layer, integrations, deployment, and iteration with real users.

/ 01React

Autom8ion Lab OS (A8L OS)

Multi-tenant CRM and business-automation platform running Autom8ion Lab’s client work, and the substrate its AI agents operate on.

ReactTypeScriptSupabasePostgresDeno Edge FunctionsMCPTipTap + YjsReact FlowTwilioStripe
  • Built and run a GoHighLevel-class CRM and automation platform: 569 Postgres migrations, 168 Deno edge functions, and 60+ modules covering pipelines, conversations, calendars, e-signed proposals, invoicing, projects, forms, social planning, and reporting.
  • Exposed the whole system to AI agents through a Streamable-HTTP MCP server with 529 tools across 29 modules, per-session server instances, and per-request JWT forwarding so every agent acts under its own Postgres identity.
  • Wired Gmail push sync, two-way Google Calendar, Twilio voice and SMS, Vapi voice agents, Stripe and QuickBooks billing, and SAM.gov contract search, governed by magic-link approvals, a run ledger, and agent-liveness alarms.
  • Shipped a real-time collaborative document editor (TipTap + Yjs with presence and @-mentions), a versioned visual workflow builder with enrollments and run analytics, and three embeddable widgets (booking, forms, web chat) as standalone bundles.
/ 02React

BuilderLync

Contractor-focused SaaS unifying CRM, estimates, scheduling, marketing, document handling, dashboards, and AI assistants.

ReactTypeScriptViteSupabaseRedux ToolkitZustandTwilioStripeMapboxRecharts
  • Founded and built a contractor-focused SaaS unifying CRM, estimates, scheduling, marketing automations, document handling, dashboards, and AI assistants in a single product.
  • Implemented complex UI surface area: drag-and-drop workflow builders, dynamic forms, charts, PDF export, mapping, and rich state management across modules.
  • Owned product architecture, technical direction, and iteration cycles informed directly by contractor user feedback.
/ 03Next.js 14

MDRN AI Coach

AI sales-coaching platform for MDRN Capital: advisor calls scored against firm-specific standards, so leadership reviews flagged moments instead of hours of video.

Next.js 14TypeScriptTurborepoSupabaseDrizzle ORMClaude (Anthropic SDK)RechartsNetlify Background FunctionsVitestGitHub Actions
  • Designed an evidence-grounded LLM scoring engine on Claude: each rubric section scored in a focused pass, then one synthesis review, with a validator that rejects any verdict not backed by a real transcript segment.
  • Calibrated against a golden set of hand-scored transcripts with a ≥85% human-agreement gate; every model call is logged with tokens, latency, and cost, and scorecards are version-pinned with a production drift check.
  • Shipped a Turborepo monorepo with a Zoom/Hazel transcript normalizer, Zoom import pipeline, Microsoft Entra SSO, Netlify background functions for multi-minute scoring runs, and CI on every PR, built as coaching assistance, not compliance tooling.
/ 04TypeScript

A8L Agent Fleet

Three autonomous operator agents, FRIDAY (engineering), TUESDAY (paid media), and CLARA (owner communications), running Autom8ion Lab on top of A8L OS.

TypeScriptNext.jsClaude Code CLIAnthropic APIMCPSupabasePlaywrightTwilioagent-core (MIT)
  • Built three agent applications on a shared MIT library, agent-core: OS auth, MCP client, inter-agent delegation, notifications, task runner, and a failover reasoning chain (Claude Code CLI → Anthropic API → local model).
  • Scoped each agent with hand-audited MCP tool allowlists carved from 529 registered tools, the primary authorization boundary, written after an audit proved row-level security alone let one agent read another department’s data.
  • Catalogued 22 recurring operator tasks (DevOps housekeeping, data hygiene, uptime monitoring, ad-account health sweeps, budget pacing, inbox triage, meeting prep) with risk tiers, approval gates, and shadow mode; every task ships inert until a human enables it.
  • Gave FRIDAY and TUESDAY specialist benches (architect, developer, QA, debugger, media planner, auditor, creative, reporter) behind a dev/marketing firewall on a 640-entry skill library, with a client-summary layer that keeps raw agent output out of deliverables.
/ 05Next.js 15

Bronko Box OS

Operations platform for Bronko Box, an Austin reusable moving-box rental: every lead, order, and customer captured, the order lifecycle run automatically.

Next.js 15TypeScriptSupabasePostgres (pg_cron + pg_net)Deno Edge FunctionsGoogle Workspace APIMJML + GrapesJSVitestNetlify
  • Captured orders from the live storefront with zero website changes: an after-insert trigger that can never fail a checkout feeds a Postgres job queue (pg_cron tick plus pg_net kick) driving an idempotent Deno worker.
  • Automated the order lifecycle (payment record, coupon, calendar, inventory, emails, reminders, review follow-up) down to one manual step per order; every external effect ships inert until deliberately enabled, and charges need two independent flags.
  • Migrated 7,554 customers, 9,945 orders, and 22,153 line items out of WooCommerce reconciled to the cent, added an in-app MJML email builder, and pinned pricing and schedule logic with drift tests plus an RLS leak smoke test.
/ 06Next.js

mAI Control Center

Multi-tenant control center for mAI, a voice-AI agency running phone assistants for salons: one operator console for the agency, a portal for each client.

Next.jsTypeScriptSupabaseshadcn/ui + RadixVapiRetellElevenLabsTwiliowavesurfer.jsResend
  • Built a provider abstraction normalizing Vapi, Retell, and ElevenLabs (assistants, calls, phone numbers, transcripts, verified webhooks) so a client can move between voice vendors without touching the UI.
  • Solved single-vendor-account multi-tenancy: one agency API key serves every client, with assistants partitioned to organizations in the app layer, a three-tier role model (platform, agency, client), and an audited impersonation path for support.
  • Shipped call-recording review with waveform playback, transcripts, a 16-reason call-outcome taxonomy, per-call analysis fields, KPI dashboards, and tier-based feature entitlements driven from an existing settings column with no schema change.
/ 07Expo / React Native

Revive GC Field App

Cross-platform field-sales app for Revive GC’s door-to-door roofing reps: iOS, Android, and PWA from one Expo codebase.

Expo / React NativeTypeScriptReact 19Expo RouterSupabaseTanStack QueryOpenAINetlify
  • Built role-separated rep and admin experiences: door-grid tracker, leads, objections, revenue, weekly scorecards, and a team leaderboard for reps; funnels, rep analytics, team goals, exports, and audit log for admins.
  • Made capture offline-first (local queue, cached storage, network-status banner, camera capture) so reps keep logging without signal and sync on reconnect, on 56 versioned migrations with row-level security.
  • Added AI coaching that turns logged objections into a weekly coaching card, with a rule-based classifier handling common cases before any model call, plus a natural-language reporting drawer and CSV/PDF exports.
/ 08React

Agency HQ

In-house agentic marketing-agency platform: 32 role-specific AI agents across 7 departments executing real campaign work, with a white-label client portal.

ReactTypeScriptViteSupabaseDeno Edge FunctionsClaudeReact FlowBullMQ + RedisGoogle / Meta / LinkedIn Ads APIsStripe
  • Defined 32 AI marketing specialists as versioned Claude skill files organized into 7 departments (Paid Ads, SEO, Content, Social, Outbound, Inbound, Strategy), each with a lead agent and cross-department assignment.
  • Shipped 77 Supabase edge functions covering audits (website, SEO, ads, GBP, competitors), proposal and strategic-plan generation, weekly briefings, scheduled publishing, and pgvector retrieval over client content.
  • Connected agents to live platforms (Google Ads launch, pause, and budget control, Meta and LinkedIn Ads, Search Console and Bing indexing, Twilio, Slack, Stripe credits) so decisions take action instead of producing recommendations.
  • Built a React Flow workflow editor with a human-in-the-loop approval queue, a self-hosted job backplane (Hono, BullMQ, Redis) for work that outlives serverless timeouts, and a client portal with conversational onboarding, deliverables, and LLM cost analytics.
Experience

Work history.

  1. Founder & Product Architect

    BuilderLync Inc.

    Mar 2025 – Present · Delaware, US

    • Lead product, engineering, and GTM for a contractor-focused SaaS platform modernizing trades operations with AI assistants and workflow automation.
    • Architect platform modules across CRM, estimates, scheduling, marketing automation, and dashboards — making the product and engineering tradeoffs end-to-end.
    • Drive investor relations, partnerships, and positioning while remaining hands-on in product specs and implementation.
  2. Founder & AI Systems Architect

    Autom8ion Lab

    Nov 2017 – Present · Florida, US

    Marketing-automation consultancy that evolved into an AI systems shop building agent-driven workflows and LLM-powered tooling for service businesses.

    • Build and ship AI-powered automation systems across content workflows, ad and CRM operations, lead handling, reporting, and customer communication — with prompt iteration and eval checks before deploy.
    • Map manual processes, design automation architecture, integrate CRMs and external services, and deploy tailored systems into live production environments.
    • Own discovery, scoping, technical execution, QA, and handoff for each engagement.
  3. Fractional CTO / Systems Architect

    Bronko Box

    Jul 2026 – Present

    • Delivered Bronko Box OS, the operations platform behind a reusable moving-box rental: a Postgres job queue automating the order lifecycle, a WooCommerce migration of ~40k records reconciled to the cent, and an in-app email builder.
  4. Fractional CTO / Systems Architect

    MDRN Capital

    Jun 2026 – Present

    • Built and run MDRN AI Coach, an evidence-grounded LLM call-scoring platform for advisor sales coaching: Next.js monorepo, Supabase, Claude, Netlify background jobs, CI-gated on every PR.
  5. Fractional CTO / Systems Architect

    mAI

    May 2026 – Aug 2026

    • Built the mAI Control Center, a multi-tenant voice-AI operations console and client portal abstracting Vapi, Retell, and ElevenLabs behind one provider layer.
  6. Fractional CTO / Systems Architect

    Revive GC

    Jan 2026 – Mar 2026

    • Shipped the Revive GC Field App, an offline-first Expo field-sales app (iOS, Android, PWA) with rep scorecards, admin analytics, AI coaching, and exports.
  7. Franchise Owner / Technical Operations Lead

    Techy

    2020 – 2023 · Clermont & Leesburg, FL

    • Operated multi-location electronics retail/repair franchises with B2B/B2C sales, custom builds, and onsite technical services.
  8. Senior Member / Technical Contributor

    XDA Developers

    2014 – Present

    • Long-running technical contributor in the Android and mobile development community — debugging, recovery workflows, and device-level systems.
  9. Operations · Sales · Tech Support · Service

    Jandar Travel · SupportKing.com / OneClickRoot · U.S. Army

    2007 – 2020

    • Cross-functional leadership across operations, sales/marketing systems, B2B reporting, technical support, and mission-critical execution.
Education & Credentials

Academic & certifications.

Education
  • B.S., Cyber/Computer Forensics & Counterterrorism

    Full Sail University

    Aug 2023 – Aug 2026 · Nearly complete

  • A.S., Information Technology

    Full Sail University

    Completed

  • A.S., Digital Marketing

    Southern New Hampshire University

    Aug 2021 – Aug 2023

Ventures

Where the work lives.

The portfolio of operating companies and the holding entity I run.

/ 01Digital Infrastructure

Sitehues Media

Digital infrastructure and execution for service-based businesses — paid media, funnels, CRM, automation.

/ 02AI Automation

Autom8ion Lab

AI voice agents, workflow automation, and operational AI tools built for live business environments.

/ 03Contractor SaaS

BuilderLync

Contractor-focused SaaS unifying CRM, estimates, scheduling, marketing, and AI assistants in one operating system.

/ 04Holding · Advisory · Fractional Leadership

Sean Scott Richard

Holding, advisory, and fractional executive work across technology, marketing, AI automation, and business infrastructure.

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