Publications & Outcomes.

Discover the impactful research, analysis, and strategic insights produced by our program participants through real-world projects.

Case Study
2 Interns 6 Weeks
Liquidity Risk in Prediction Markets: A Comprehensive Polymarket Analysis
Program Track: Camellia Elite Scholars Program (High School Track) • Summer 2025 • Advanced Financial Analysis
A detailed quantitative study of macro-political prediction markets focusing on order book depth analysis, liquidity stress testing, and price slippage during high-volatility news events. The research proposes novel risk metrics and develops comprehensive mitigation strategies for prediction market operators and participants.

Join Our Next Cohort

Ready to contribute to cutting-edge research and build your portfolio with real-world projects? Applications for our next program cohort are now open.