Researching and developing specialized Large Language Models for software security and automated vulnerability repair. Primary interests include fine-tuning domain-specific Code-LLMs (FineSec-AI), synthetic dataset curation, zero false-positive benchmark evaluation, and quantized edge deployment for local AppSec tooling.