I build production-ready AI automation systems for businesses that want to cut manual work out of support, sales, ads, and content operations, using n8n, RAG pipelines, multi-agent architectures, and Meta's marketing APIs.
What I deliver:
- RAG Chatbots: Custom AI chatbots trained on your business data (docs, PDFs, website content, FAQs) using vector search (Supabase pgvector) + LLM embeddings (Gemini/OpenAI). Includes a clean, branded chat UI (React) or embeddable widget.
- WhatsApp AI Agents: Multi-agent systems on WhatsApp Cloud API that handle customer queries, qualify leads, book calendar appointments, and hand off to a human when needed — with persistent memory per customer.
- Meta Ads & Marketing Automation: Facebook & Instagram Ads automation using the Meta Marketing API: automated lead capture from Facebook Lead Ads straight into your CRM, campaign performance reporting, budget/bid monitoring alerts, audience sync, and AI-qualified lead routing before a human ever touches it. Built on real hands-on Facebook Ads management experience, not just API docs.
- Lead Generation Pipelines: Automated systems that source leads (Apollo, Google Maps, Facebook Lead Ads, LinkedIn), enrichment , score/qualify with AI, and log to Airtable/CRM — plus automated follow-up sequences.
- Content Automation: End-to-end pipelines that research trending topics, draft on-brand posts, generate visuals, and publish on a schedule — built for founders and agencies who want consistent presence without the manual grind.
- Custom n8n Workflows: Any repetitive business process automated: data syncing, mail workflows, reporting, API integrations — built with native nodes first, minimal custom code, no unnecessary complexity.
How I work:
Every build starts with a complexity analysis and a workflow map before I touch a single node — so you know exactly what's being built and why, with no bloated over-engineered solutions. I use native integrations wherever possible to keep your system maintainable and cost-efficient.
Why work with me:
- I don't just connect templates; every system is architected for your specific business logic and scales with per-client data isolation as you grow
- Rare combo of hands-on Facebook Ads/digital marketing background and backend automation engineering; I understand both the marketing side and the technical plumbing
- Direct, technical communication: you'll get a real breakdown of what's being built, not marketing fluff
- I build the infrastructure to last: proper error handling, memory management, and monitoring baked in, not bolted on after launch
Skills: n8n | RAG | AI Chatbot Development | WhatsApp Business API | Meta Marketing API | Facebook Ads Automation | Facebook Lead Ads | Instagram Ads | Supabase | pgvector | Vector Databases | LangChain | AI Agents | OpenAI API | Workflow Automation | Lead Generation | CRM Integration | Airtable | Python | JavaScript | React | API Integration | Digital Marketing Automation | Prompt engineering