Master InvestingThrough Play
The AI-powered trading card game that transforms financial literacy into a measurable, engaging journey — for everyone.
Market Correction
S&P 500 is down 12% from peak. Your cash position is 25%. Opportunity or trap?
The Opportunity
Financial literacy is a $4T problem. 80% of adults lack basic investment knowledge. MarketHand turns complex market mechanics into intuitive swipe decisions — building real investor intuition through thousands of micro-decisions, powered by a 16-dimensional AI persona engine.
Built on Cutting-Edge ML
Every card, every swipe, every decision — analyzed and personalized by a purpose-built AI engine.
Persona Engine
16-Dimensional Investor DNA
Each player develops a unique investor personality encoded as a 16-dimensional numpy vector. Six projected traits — risk appetite, FOMO sensitivity, loss aversion, patience, diversification bias, and overconfidence — evolve with every swipe via weighted linear combinations.
Card Recommender
Softmax-Sampled AI Curation
A 7-component scoring system evaluates every card in real time. Scores are combined into a distribution via softmax sampling (temperature=1.0), then stochastically selected — ensuring personalized variety without repetition.
Component Scores
Softmax Probability Distribution
P(cardi) = exp(scorei/τ) ÷ Σexp(scorej/τ) τ = 1.0
Market Simulation
5-Dimensional Dynamic State
A live 5D market state (sentiment, inflation, greed, volatility, fundamentals) responds to player decisions. Card weights shift dimensions; the market multiplier rewards aligned strategies and punishes contrarian noise.
High sentiment, elevated greed, strong fundamentals
Full-Stack Architecture
Full-Stack Architecture
Frontend
React Native + Expo Router, Zustand, Reanimated, i18next
Backend
FastAPI (Python 3.12), SQLAlchemy, Alembic, WebSockets
Data
PostgreSQL + Redis (cache & cooldown)
ML
NumPy persona engine, softmax card recommender
See It In Action
Four distinct gameplay modes, one cohesive learning experience.
Campaign — Single-Player
Swipe left or right on investment scenario cards. Each decision updates your capital, evolves your persona, and shapes future card recommendations. Five stages of progressive difficulty unlock richer strategies.
- Swipe-based decisions
- Capital tracking
- AI persona evolution
- 5 progression stages
Tech Stock Surge
AI stocks are up 40% this quarter. Your tech allocation is already at 30%. Do you add more?
Drag or click to swipe — cards are AI-personalized
Get In Touch
Interested in investment, partnership, or collaboration? We'd love to hear from you.
Or reach us directly
Locations
Zürich · Geneva · Remote
App Languages