Market Intelligence at Scale
AI-assisted research into investor relations websites and technology across 189 listed companies.
View the case study ↗BUSINESS INNOVATION / APPLIED AI / CREATIVE TECHNOLOGY
Curiosity has consequences.
I turn complex ideas into digital products, experiences and commercial opportunities — combining technology, storytelling and a willingness to question how things are usually done.
Selected work
Website Health Check
A customer need turned into a working prototype for scalable website quality assessment.
View the case study ↗Less admin. More selling.
Finding the bottleneck in a sales process and securing support to scope a focused, measurable AI pilot.
View the case study ↗Enter Play Field Studios
Building the company behind the stories: an interactive website, AI-assisted development and the funding, legal and IP groundwork.
View the EPF case study ↗Five After
An original animated series around a Helsinki football pitch: one 11-episode season, a completed pilot screenplay, characters and a growing world.
View the Five After case study ↗METHOD / NOT A MANIFESTONotice.
Notice.
Question.
Experiment.
Build.
My work sits between commercial discovery, technology and creative problem-solving. The tools change. The useful part is recognising an opportunity, testing an idea and making something tangible.
CUSTOMER DISCOVERYAPPLIED AIDIGITAL PRODUCTSSTORYTELLINGNotes & experiments
NOTE_001 / 2026 / ESSAY
The Fish, the Machine and the Water
A Thursday evening conversation about time, artificial intelligence, and what it means to be human.
Read the essay ↗
NOTE_002 / 2026 / ESSAY
The Things We Think We Know
On ancient machines, borrowed memories and the pleasure of being wrong.
Read the essay ↗
ABOUT / THE PERSON, NOT THE MYTH
Still curious.
I'm a Helsinki-based digital communications and business development professional who enjoys turning unfamiliar problems into useful experiments. This is a selection of the work, not a complete CV.