Projects
Computational tools, ML systems, and research infrastructure — built to make complex inquiry more traceable, reproducible, and rigorous.
Built systems
BridgX
A BTC-to-EVM bridge enabling seamless cross-chain value transfer between Bitcoin and EVM-compatible networks. Recognized among 22 of 47 projects at the MIT Bitcoin Hackathon 2026.
DistressX
Financial distress prediction research across ~105,000 firm-year observations. A hybrid ML pipeline combining structured financial signals with temporal modeling, achieving ~0.84 ROC-AUC. Contributed to Thiel Fellowship Semifinalist selection (top ~3% of 3,000+ applicants).
ProofX
Computational infrastructure for large-scale experimentation in discrete mathematics and integer dynamics. Built to make mathematical inquiry reproducible and traceable at scale. Engaged with MIT E14 partners on research infrastructure and published student engagement analysis using clustering, PCA, and predictive modeling.
OmanX
A compliance-focused routing system designed to help Omani students navigate the complex landscape of US higher education institutions. Automates regulatory matching, eligibility checks, and application pathway guidance.