AI & Automation

Less repetitive work. More room to move.

Connect your tools, automate the repeatable steps, and put AI to work where it can make a practical difference.

Start with the workflow.
Then choose the technology.

An agent is not always the answer. Some tasks need a dependable sequence of steps. Others benefit from an AI system that can interpret a request and use tools.

I work with both, connecting them to your application and the services you already use.

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One connected system
Thoughtful interfaces. Connected workflows.

Two approaches. One useful outcome.

Custom AI agents

Systems that interpret inputs, use tools, and work with your application’s data. Scope, tool access, and review steps are defined around the task.

  • OpenAI Agents SDK
  • MCP
  • Python
  • FastAPI

Workflow automation

Clear, repeatable steps that move data between services, prepare content, or compile reports. AI can help with specific steps when it adds value.

  • n8n
  • Webhooks
  • APIs
  • Google Sheets

Automation in practice

Personal projects built around research, content, and recurring reporting.

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Personal AI automation project

AI Lead Generation & Outreach

An automated path from business discovery to organized, outreach-ready leads.

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Personal project

AI Content Generator

Turn one content idea into formats made for LinkedIn, X, and your blog.

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Personal business automation project

Ads Performance Reporting

Recurring campaign reporting without gathering every metric by hand.

Explore Ads Performance Reporting

Built to fit the way you work.

A useful automation has clear inputs, understandable outputs, and a plan for when something needs a person’s attention.

We’ll define the data sources, access requirements, review points, and failure handling as part of the project scope.

Your next project

Let’s build something
that works for your business.

Bring the problem. We’ll work out the right solution.