Most automation projects fail because they deliver disconnected scripts that break silently or overwhelm non-technical teams with raw data.

I build n8n as a centralized operating engine, not isolated triggers, but the backbone connecting marketing, sales, ops, and client-facing dashboards into systems that actually drive revenue. Every build goes from discovery to production-ready handover with error handling, webhook auth, and clean monitoring baked in.

Speed-to-Lead & Revenue Leakage — Sub-5-second lead response from Meta Ads, forms, and landing pages using n8n + AI agents (Groq, OpenAI, Claude) to qualify, enrich, and auto-book straight into your CRM/calendar.

Fragmented CRM & Data Silos — Bi-directional syncs across HubSpot, Apollo, Airtable, PostgreSQL, and Sheets, with dedup, cleaning, and lead scoring built in.

Complex Integrations — When no official connector exists, I bridge systems via custom REST APIs, secured webhooks, and Python pipelines.

Zero Visibility for Non-Engineers — Backend workflows paired with Lovable/Retool dashboards so stakeholders see campaign metrics and lead status without touching n8n.

Support & Ops Bottlenecks — RAG support agents (Pinecone/Supabase) with live-agent fallback, resolving up to 60% of repetitive tasks autonomously.

Stack: n8n (self-hosted/cloud) · REST APIs · Python · Power Automate · Lovable · Retool · Groq (Llama 3.3) · OpenAI · Claude Code · ElevenLabs · Pinecone/Supabase · HubSpot · Apollo · WhatsApp Business API · Slack · Airtable · Stripe · Meta Ads API

Process: Architecture mapping → build & stress-test with retry/rate-limit logic → dashboard deployment → documentation, video walkthrough, and post-launch support.