Retail Operations Automation
Client
National 300-store retail group. HR team was spending 40+ hours/week manually syncing shift schedules across a Google Sheet per store.
What we built
Python + Claude Vision automation orchestrating three daily sync jobs (16:00 sync, 17:00 audit, 18:00 sync), running as PM2 daemons. Rate-limiting, auto-correction of wrong-store placements, and daily email reporting.
300 stores · 1,000+ shifts/day · 40 hrs/wk saved · 99.9% uptime
PythonGoogle Sheets APIClaude VisionPM2GitHub Actions
PaperSync — Document Collection
Context
Accounting firms chase clients for documents over email for weeks. Onboarding drags on, revenue sits in limbo, and nobody can see where a request actually is.
What we built
Full SaaS web app with per-client portals, automated reminder flows, request templating, and a practice-tier management layer. Free tier to Practice tier conversion built in.
3 firms onboarding · Go-live 1 May 2026 · 91% margin at scale
Next.jsFormspreeAnthropic APITailwind
WhatsApp Business Automation
Clients
Field-ops and sales teams across multiple clients. Customer conversations, attendance check-ins, and lead qualification all happening in WhatsApp — but invisible to any system.
What we built
Production WhatsApp Business API bots — attendance tracker, lead qualification flows, field-rep check-ins — each running as a PM2 daemon with full conversation logging and handoff to humans when needed.
60% inbound auto-qualified · 5 bots in production · 24/7 uptime
WhatsApp Business APINode.jsPM2Claude API
Custom Demo Site Pipeline
Context
Cold outreach to SMBs needs more than a generic pitch. Prospects need to see what's possible for their specific business — and they need to see it fast.
What we built
End-to-end pipeline that scrapes prospects via Outscraper, generates custom demo sites deployed to GitHub Pages, and pairs each with a templated WhatsApp outreach message — all in under 2 hours per prospect.
167 leads in campaign · 3 demos shipped/week · Sub-2hr build per demo
OutscraperGitHub PagesInstantly.aiWhatsAppHTML/CSS