Meelis’s AI workshop

Some ideas won’t leave you alone.

Here are my projects built with AI, practical guides and what I learned along the way.

ONE IDEA. SEVERAL CHECKS.01 / 04
01An idea 02A clear brief 03AI draft Missing detail? Ask again. 04My review
AI makes the draft. I own the result.
Projects

Projects from my workbench.

All projects →

Each project notes what the AI did and what I checked myself, including the parts that went wrong the first time.

  • Web application

    AI interprets. Code does the math.

    A web application where AI interprets input while code calculates the result. With payments, access control and checks before release.

    Read the case →
  • Automation

    A good prediction is useless once the deadline passes.

    A personal football prediction experiment combining research, a mathematical model and market information with a submission workflow. A lesson about deadlines and alerts.

    Read the case →
  • Automation

    Public-data scraper

    A public-data collection program: source discovery, portal and file fetching, validation and usable exports.

    Read the case →
  • Agent configuration

    Personal agent: from chat to real tools

    Memory files, messaging, tools and scheduled tasks. What the setup enabled and what failed during operation.

    Read the case →
  • Business operator

    Business operator agent: context and control

    Business notes, email reading and task preparation. Human approval and the real limits of local hosting.

    Read the case →
Guides

Start with these guides.

All guides →
From the workbench
“AI helps me build faster. That does not mean I can skip checking the result.”
Meelis Sootalu, OEJ OÜ

The guides give you something to try yourself. The projects show what I have built and what I learned along the way. Find the practical material in the guides overview.

If you want to go further

AI services for companies.

If you would like an agent to do a specific repeated task in your company, for example email, calendar or documents, see the AI services page. We start with one clear workflow and agree the access rights beforehand.

Contact

Write if a question comes up.

A good start is a short description of one task that takes too much time or too often gets stuck. I'll reply whether it could become a sensible first AI-agent workflow.

Or call: +372 5846 0000.

Prefer email? Write directly to info@oej.ee.