Projects demonstrating my work in AI, Cloud, and Blue Team.
AI Engineer / Detection Engineer Multi-agent SOC triage system (LangGraph supervisor-worker) that turns a raw alert into a severity-scored triage report — real threat-intel enrichment (VirusTotal/AbuseIPDB/OTX), a human-approval gate before any High/Critical report closes, and a regression eval (5/5) to catch prompt/model regressions. Deployed live and triggered via n8n, validated end-to-end against real Wazuh/Elasticsearch alerts.
LangGraph · FastAPI · Ollama · ChromaDB · n8n · MITRE ATT&CK
Production RAG deployment on AWS (ECS Fargate + Bedrock, VPC/ALB, Terraform, GitHub Actions OIDC) that answers the question a Cloud/DevOps interviewer actually asks: what does it take to run this as a real, internet-facing service, not a notebook demo.
FastAPI · AWS Bedrock · Terraform · Docker · GitHub Actions
100% local RAG over an Obsidian vault (markdown-aware chunking, Ollama, ChromaDB) so hundreds of technical notes and lab writeups become queryable and cited — nothing leaves the machine. The foundation project the other two reuse.
Ollama · ChromaDB · LangChain · Python
Detection Engineer / AI Security SOC homelab with a real SIEM/SOAR/DFIR stack (Elastic, Wazuh, TheHive, Velociraptor) and a local AI triage agent, validated against Atomic Red Team with an honest, measured evaluation harness — not a demo against synthetic logs.
Elastic Stack · Wazuh · TheHive · Velociraptor · Ollama · Terraform