Hello!

I'm Lev, a PhD student at UMD with a background in AI and quantum cryptography, with over 4 years of consulting on AI systems and cryptography.

My work spans:

• Model Quantization Research — Making models more efficient and deployable
• AI Safety & Interpretability — Understanding what neural networks actually learn
• Deep Tech Consulting — Turning research into production-grade engineering
• Quantum Cryptography — Security under realistic adversary models
• I like tea *