Secure, Scalable Systems.

Containerized services. Reverse proxies. Edge routing.
Every system is built to be reproducible, secure, and understandable.

Featured Projects

Incident Response Source Reference App

Modular incident response platform with multi-model LLM integration, enterprise retrieval pipelines, and Azure-ready deployment architecture

Stack:
  • Flask
  • React
  • ChromaDB
  • Docker

Application Expert Agent

AI-powered incident triage platform using knowledge graphs, vector search, and MCP orchestration for real-time operational expertise

Stack:
  • React
  • Neo4j
  • ChromaDB
  • FastMCP

Quality Engineering AI Assistant

AI-assisted browser automation framework integrating Jira workflows and MCP tooling for scalable UI validation and test execution

Stack:
  • Python
  • Cursor
  • Jira
  • Model Context Protocol

Content Management Intelligent Automation

Agentic content automation workflow integrating Jira, proprietary CMS tooling, and MCP-driven orchestration for large-scale content operations

Stack:
  • Python
  • FastMCP
  • Jira
  • Tridion Sites

Architecture Snapshot

This is a snapshot of the current architecture for this application. For a more detailed breakdown, see the full architecture on the Architecture page.

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