Hi! I'm an AI/ML Engineer with 3+ years of experience specializing in Detection, Multimodality, and NLP. I'm passionate about building ML systems that solve real-world problems.
Currently focused on developing novel approaches for security-focused ML systems and exploring multi-agent communication mechanisms.
A novel deep learning framework for detecting and investigating Advanced Persistent Threats (APTs). Uses context-aware anomaly detection and alert tracing to adapt to changing system behavior.
Pioneering an AI-driven cybersecurity assistant leveraging custom-trained Large Language Models to revolutionize APT detection and incident response.
A novel data augmentation methodology for improving sentiment analysis in Hebrew, addressing the challenge of data scarcity in under-resourced languages.