Hello!

I'm Lev, a PhD student at UMD researching at the intersection of quantum computing and AI.

My work spans:

• AI Safety & Interpretability — Understanding what neural networks actually learn
• ML Theory — Formal proofs for transformer behavior
• Quantum Cryptography — Security under realistic adversary models
• Applied AI — Building systems that work
• I like tea *