Miran

I'm an AI engineer focused on building systems that combine model capability with strong backend and security boundaries.

My work is centered on retrieval, grounded generation, controlled actions, evaluation, multi-tenant backend systems, and infrastructure that makes AI behavior easier to test and trust.

I'm especially interested in the intersection of AI engineering and cybersecurity. My recent work on Averqen focuses on AI-assisted security investigation: deterministic detection and authorization boundaries around grounded model analysis, so AI can help explain evidence without becoming the security boundary itself.

I'm currently looking for internship opportunities where I can contribute to real AI systems and keep developing as an engineer.