Machine Learning × DeFi Systems × MEV Research
Hi, I'm Lucas Kemper
I'm a quantitative researcher and founder of Singularity Trading, focused on extracting alpha from prediction markets and decentralized exchanges. My work spans market microstructure analysis, MEV extraction strategies, and building automated trading systems at the intersection of traditional finance and DeFi.
Latest Research
MEV Impact on Execution
New empirical data reveals how gas regimes drive adversarial MEV costs. Sandwich attacks in high-volatility periods can increase execution costs by 2.9x.
Read Deep Dive2.9x
Execution Cost Multiplier during Sandwich Attacks