n8n Automation Specialist & AI-Native Product Builder
I build production automation systems that handle real money, real users, and real complexity — from SaaS products to AI-powered business workflows.
A production SaaS app live on Google Play — built in 6 weeks from idea to app store.



Posthumous Messaging App
A "dead man's switch" app where users create messages — text, photos, videos, voice notes, documents — to be delivered to loved ones after death. Includes check-in system, trusted contacts, escalation logic, and memorial pages.
The entire backend runs on n8n in queue mode — 40+ workflows handling media processing, subscription management, push notifications, and account lifecycle. Real payments via Google Play Billing.
View on Google PlayTrusted contacts verify, multi-level escalation, deceased detection
Photo/video/voice/doc upload with ffmpeg + sharp processing
Google Play webhook → subscription state machine
Check-in reminders, contact requests, lifecycle alerts
Real workflow designs built for production use — not templates, actual systems.
32 nodes — Full outbound sales pipeline
Imports leads from Google Sheets, uses Gemini AI to generate personalized 3-phase follow-up emails, sends via Gmail, updates CRM status, handles Cal.com booking triggers, and follows up on no-shows. Fully autonomous sales outreach.

29 nodes — End-to-end pipeline with 3 trigger flows
Three interconnected flows: (1) Extracts data from Fathom sales call transcripts, uses Gemini to parse info, generates PandaDoc contracts, tracks signatures, and updates CRM. (2) Monitors contract signing, sends welcome emails. (3) Handles Calendly bookings, creates client folders in Google Drive, shares resources automatically.

Production systems built for real businesses.

Brand Jet Media
Full client portal with Supabase backend, Razorpay payment integration, wallet system, client invite flow, and subscription management. n8n workflows handle password resets, payment webhooks, and subscription lifecycle.
Turquaz Kebab House, Canada
QR code → Google Forms → Airtable → SMS via Twilio. Two-way SMS with conversation threading and state machine design for managing waitlist flow automatically.
26 nodes — Internal tool
Searches Google Maps by query, scrapes business websites from results, extracts emails from pages, deduplicates, filters junk, and saves to Google Sheets. Triple nested loops with rate limiting.
23 nodes — AI-powered market research
Scheduled Reddit scraping across multiple subreddits, deduplication, quality filtering, then Gemini AI analyzes each post for business problems worth solving. Results saved to Google Sheets with scores.
Tools and technologies I use to build production automation systems.
Expert — primary tool
I don't just build workflows — I architect systems that handle real-world complexity.
Map the actual process, identify bottlenecks and edge cases. What happens when things go wrong matters more than the happy path.
Sub-workflows for modularity, queue mode for scale, webhook patterns for integrations. Native nodes first, code nodes only when necessary.
Every webhook gets validated. Every API call has retry logic. Every failure triggers an alert. Production means handling the unexpected.
Docker-based deployment, health checks, execution logging. If something breaks at 3 AM, the system tells me before the client notices.
Looking for an n8n specialist who's shipped production systems? Let's talk.