Hey, this sounds interesting. I’ve been building AI automation systems mainly using n8n, integrating APIs, LLMs, databases (Supabase/Postgres), and various tools to create reliable backend workflows for real business processes. Most of my work focuses on things like data pipelines, AI-driven decision workflows, scraping/enrichment systems, CRM-style automations, and multi-step operational workflows that actually run daily without breaking. Stack I usually work with: n8n, Supabase/Postgres, LLM APIs, webhooks, custom API integrations, Firecrawl for structured scraping, etc. One thing I see many AI agencies get wrong is they sell flashy demos but don’t design systems for reliability, edge cases, and long-term maintenance. I enjoy working on the system design and automation architecture side, helping turn ideas into workflows that businesses can actually use every day. Once checkout my Upwork profile for some projects overview: https://www.upwork.com/freelancers/~0152fb71ef212fbc9f?mp_source=share Happy to chat if you think it could be a good fit.