Learning · building · exploring

Staying ahead of the curve

I've always been creative, but implementing my ideas was usually where I got stuck. AI has become the bridge — the fastest way I've ever found to go from a vague idea to something real, and the most patient teacher I've ever had.

The unlock

For years I collected ideas I couldn't quite build and topics I couldn't quite teach myself. AI collapsed both problems at once. Now I can prototype an interface, structure a research syllabus, or stress-test an argument with a tool that's available whenever I am.

"The limit isn't what you can think of anymore — it's what you're willing to learn next."

What I love most is the self-directed learning. I can pick any subject — sustainability regulation, statistics, SaaS pricing, a new language — and have a tutor that builds a structure around it with me, adapts to how I actually learn, and keeps going as long as I do.

Daily stack
Claude
Long-form thinking, design, writing partner.
ChatGPT
Quick reasoning, structured drafts, ideation.
Google AI Studio
Multimodal experiments and prompt tuning.
Perplexity
Research with sources I can actually follow up on.
Cowork / design tools
Where ideas stop being in my head and start being in a file.
What I'm building

I completed the Elements of AI course from the University of Helsinki, and I'm currently prototyping a CSRD/ESRS compliance navigator — an AI-assisted tool for sustainability reporting aimed at small and mid-sized businesses. It's the first time my work, my creativity, and my curiosity have all been pointing at the same thing.

AIClaudeChatGPTPerplexityGoogle AI StudioSelf-learningCSRD SaaS
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