Soterio - Smart Contract Vulnerability Detection

Earned the highest score at UC Berkeley's Decentralized Finance Research Seminar for a hybrid smart-contract auditor. Combined signature-based detection with logistic regression and a fine-tuned BERT classifier over 36,670 contracts to flag vulnerabilities such as reentrancy and integer overflows.