I will build ai agents and make or n8n automation pipelines

AI agents are not chatbots. A chatbot answers questions; an agent ACTS reads your CRM, sends emails, creates tickets, posts to Slack, runs SQL, and chains tools to finish a real job. Done right, an agent replaces 1040 hours of manual work per week.

I'm a production GenAI engineer. My recent work includes an autonomous customer-support ecosystem (Twilio + Jira) that took response times from hours to seconds, and AI agents on AWS Bedrock for enterprise clients in the US and EU.

What you'll get:

A bounded, observable AI agent not a hallucination machine

Code-first (LangChain / LangGraph) or visual (n8n) your team's choice

Human-in-the-loop on irreversible actions (email, payments, deletes)

Logging, retry, output validation, guardrails built in, not bolted on

Deployed and documented, with a 14-day support window

Common jobs I build: support triage, lead qualification, CRM hygiene, content pipelines, document review, scheduling, internal Q&A over Slack/Teams.

Tools: LangChain, LangGraph, n8n, AWS Bedrock, OpenAI, Anthropic, FastAPI, Twilio, Jira, Slack, HubSpot, Salesforce, Notion.

Message me first with your workflow I'll tell you honestly if it's a fit.