At SIRP, I lead a team of AI and Automation Engineers developing an AI SOC framework. I’ve designed specialized agents for threat intelligence summaries, remediation suggestions, and alert workflows.
I built a custom RAG pipeline for the MITRE ATT&CK framework that achieved 98% accuracy on complex technical queries, and an NLP-to-SQL agent that turns natural-language questions into database queries. I’m also developing an AI orchestration chat system for incident handling and agent-driven alert management.
As a SOAR Consultant and Automation Engineer at SIRP, I improved the automation engine by refactoring its codebase, wrote client integrations, and implemented Active/Passive High Availability. My projects also include fine-tuning Mistral Dolphin 3.0 as an incident response agent and building a BadUSB with a Raspberry Pi Pico and Python.
