👋 Hi, I'm Huy Ngo - AI Security & Cloud Security

🌐 Cloud Security Engineering | 🤖 AI Agent Engineering | 🛡️ GIAC x8, CISSP, AWS SAA

🔭 Current Focus

Exploring AI-driven security automation to improve SOC efficiency, detection accuracy, and compliance readiness.

🚀 Projects

• SOC Alert Enrichment System Pipeline for AWS GuardDuty alerts using Security Hub, VirusTotal, and Slack/Jira integrations. Target: reduce triage time from ~15 minutes to <5 minutes.

• Cloud AI Security Assessment Toolkit (Research) PyRIT-based testing methodology for AWS Bedrock and Azure OpenAI, aligned to OWASP LLM Top 10.

• AI Governance Automation Platform (Upcoming) Implements NIST AI RMF controls with automated evidence collection and audit reporting.

• Secure AI Integration Reference Architecture (Capstone) (Planned) Containerized SOC platform combining enrichment, intel, remediation, and IR automation using MCP, Docker, and multi-LLM backends.

⚡ Tech Stack & Tools

AI/ML: LangChain, CrewAI, AutoGen, Hugging Face, Pinecone/Weaviate

Cloud Security: AWS GuardDuty, Security Hub, IAM Analyzer, VirusTotal API

Automation: Python, FastAPI, Docker, AWS ECS, Lambda

Governance & Frameworks: NIST AI RMF, OWASP LLM Top 10, MITRE ATT&CK/ATLAS

🏆 Recent Highlights

BlackHat 2025 – Building LLM-based AI Agents for Security | Breaking GenAI - Offensive AI

DEF CON 2025 – AI SecureOps: Attacking & Defending AI

GIAC Certified x8 – Cloud, DevSecOps, Web App, SOC Operations

MSISE – SANS Technology Institute, Information Security Engineering

📍 Let's connect: 🔗 LinkedIn