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Full-Stack Vibe Coder · AI Operator

Don’t just build prototypes with AI.Ship production software that creates real value.

A Full-Stack Vibe Coder and AI Operator with startup instincts. Combines modern tooling with strong product and business thinking to ship commercial software. PredictONE is the clearest example of what that approach delivers.

Role
Full Stack · AI Operator
Base
Remote
Status
Available for work
01Featured work

PredictONE

Production-grade prediction markets for media.

A white-label, gamified prediction-market platform built for media. Readers forecast real events, earn points, and propose the markets they want next. The newsroom gets engagement, retention and a product it can run under its own brand.

app.predictone.fi/markets
PredictONE
2 450 PTSSTREAK 7
Live marketsLive
  • Finland win IIHF gold 2026?64%
  • OMXH25 up over 5% in June?58%
  • BTC above $120k by Q3?41%
Ice hockey LIVE

Will Finland win ice hockey World gold in 2026?

YES 64%NO 36%
Place a predictionVol 12.4k
Community curation

Markets, proposed by the crowd.

Readers propose markets and back the best ideas. The most supported proposals graduate into live markets.

Hottest proposal99%

1 vote from going live · 249 / 250

8 open proposals1 372 votes
0%
White-label & themeable
Real-time
Odds, scoring & settlement
Gamified
Points, streaks, leaderboards
Crowd-curated
Readers propose the markets
02How it was built

Commercial product thinking, shipped with an AI-native workflow.

White-label by design

One platform, re-themed per media brand. A full re-skin is a config change, not a rebuild, so a new partner can launch in days.

Built to be played

Points, streaks and leaderboards turn passive readers into daily returning players. Retention the newsroom owns.

Community-curated markets

Readers propose markets and vote the best ones live. The audience builds the content and the platform compounds.

Designed and built with Claude Code, from concept to a working, themeable product. AI-assisted, without trading away craft.

  • Next.js 15
  • TypeScript
  • Tailwind v4
  • Framer Motion
  • Real-time data
  • Claude Code
03The story

Same instincts. New craft.

I spent years in crypto building products and operating in fast-moving markets. That experience taught me a lot about execution and what it takes to ship something real. When AI tools like Claude Code became powerful enough, I started using them to build software properly, something I had wanted to do for a long time.

This shift made me focus on building high-quality products with real craft. PredictONE represents that evolution. A complete prediction market platform, built with the same operator mindset but with better tools and higher standards.

The tools got faster. The standards didn’t move.
Trajectory
  1. 2014–2017Then
    Crypto Entrepreneur

    Founded Bitcoinkaupat.com, my first fintech company

  2. 2017–2025Then
    Strategic Crypto Operator

    Founded Credit Metaverse, an NFT lending protocol with 3,500+ loans brokered

  3. 2026 –Now
    Full-Stack Vibe Coder + AI Operator

    Shipping production-ready software end to end and helping partners through their AI transition

04How I build

Small steps. Exceptional standards.

I work in tight, finished increments, AI-assisted, quality-led and documented as I go. No sprawl, no technical debt, nothing half-built.

01

Small steps, fully finished

Every change is small, scoped and complete before the next one starts. Progress you can actually trust.

02

Definition of Done is law

Nothing ships until it is responsible, testable, fast, on-brand and clean. “Almost” is not done.

03

Quality over speed

Speed of learning and quality beat speed of shipping. Zero technical debt is a feature, not a luxury.

04

AI-native, craft-led

Claude Code does the heavy lifting. Taste, judgement and review keep it production-grade. The tool is fast, and the standards are mine.

Toolkit
  • Claude Code
  • Next.js
  • TypeScript
  • Tailwind
  • Framer Motion
  • Vercel