I focus on cybersecurity and data science, developing machine‑learning workflows for threat intelligence, malware analysis, and sandbox evaluation. We create human‑in‑the‑loop pipelines, benchmarks, and practical guidelines to improve precision, scalability, and reproducible security operations.