whoami

Hi, I’m Meriç. I take repetitive work off small teams with AI automation.
I’m an AI automation consultant. I look for the work a small business or a professional still does by hand, build the automations and AI agents that take it over, and show the team how to use them. I build with n8n, APIs, LLMs and Python, and I aim for a result you can measure: how long the task took before, and how long it takes after.
I’m also a 3rd-year Computer Engineering student, so I work in small, testable steps and publish what I build. My two public tools, flx and n8n-organizer, come with tests, CI and written case studies; they are my own tools, not client work. Any demo on this site is labelled as a demo. What I’m focused on this month is on my now page.
How I work
- Find the painful task. One manual job in operations, sales or finance, and how many hours it eats each week.
- Build the fix with real material. Your last few outputs, your template, the place the numbers come from.
- Show before and after. “This took X. Now it takes Y minutes.”
- Hand it over. Setup first, then training, then maintenance if you want it.
Automations I offer: lead collection and enrichment, outreach sequences, lead qualification, website visitor assistants, hiring flows (CV screening, candidate outreach, onboarding).
Why this site exists
I write down what I build and what I learn on the way. There are three kinds of posts:
- Field notes: a specific problem I ran into and how I solved it.
- Research notes: a question I looked into properly, with sources and numbers.
- Case studies: one project, from the problem to the measured result.
Every post is mine: I choose what goes in, check every number and edit the final text. When AI drafted or edited a post, the note at the end says so.
Tech I use
- Python
- n8n
- Claude Code
- Linux
- Docker
- Git
- GitHub Actions
- Notion
- Hugo
How to reach me
Have a task that eats hours every week? Tell me about it.
Meeting in person? Here is my digital business card.