Forward Deployed Engineering · Applied AI · Cloud Security
Ships MCP tooling & enterprise AI applications · 12 years customer-facing · SASE/SD-WAN expert
Senior escalation engineer for the Gartner Magic Quadrant Leader in Single-Vendor SASE.
Technical support for hardware engineers integrating Skywire cellular modems into embedded products.
Enterprise SD-WAN deployments with multi-WAN aggregation, failover, and VoIP optimization.
6 years
Full Cato SASE stack: SD-WAN, ZTNA, CASB, SWG, FWaaS, DLP, IPS. Zero Trust policy design. Global backbone routing and PoP architecture.
9 years
Multi-WAN aggregation, failover, traffic shaping. IPSec/SSL VPN. Packet-level troubleshooting with Wireshark. VoIP optimization.
2 years
Cellular protocols (LTE-M, NB-IoT). Embedded modem integration. AWS IoT Core, Azure IoT Hub. MQTT, AT commands, RF troubleshooting.
Ongoing
Proxmox VE, Linux administration. Prometheus/Loki/Grafana observability. OPNsense, CrowdSec, Suricata IDS. Network segmentation.
Active
MCP server development (40+ tools in production). Local inference pipelines with Ollama/llama.cpp. Prompt engineering, agent systems, multi-LLM fallback architectures. Claude Code CLI workflows.
Active
Python (FastAPI, SQLAlchemy, Click, async). TypeScript/React/Node.js. Internal tooling: log parsers, automation, data pipelines. AI-assisted development workflows.
OPNsense · Proxmox · OpenWrt · Home Assistant · Prometheus
Custom-built router and WiFi 6 mesh with OpenWrt firmware. 20+ containers across VLAN-segmented Proxmox clusters with Prometheus/Loki/Grafana observability. Home Assistant automations with local voice control via Whisper.cpp on GPU. Self-hosted alternatives to all major cloud services.
Python · MCP · FastAPI · Multi-LLM
Production MCP server exposing 40+ tools to AI agents. YNAB/SimpleFIN integration, debt analysis, budget forecasting. Multi-LLM fallback with automatic provider failover. The same pattern Anthropic's FDEs ship for enterprise customers — built for personal use first.
TypeScript · React · Node.js
Civic data platform aggregating 21 sources (APIs, RSS, scraping) with rate limiting, caching, health monitoring, and graceful degradation patterns.
Python · FastMCP · Kismet · IsolationForest · D3.js
Portable defensive WiFi monitoring platform. 9 threat detectors (deauth, rogue AP, KARMA, PMKID, ML anomaly), real-time Watchtower web dashboard with D3 radar and force-directed topology, MCP server for AI-assisted analysis. Dual-adapter Kali VM deployment, 231 tests.
Python · TUI · Multi-format
Unified log analysis tool combining Wireshark, Windows Event Viewer, and HAR analyzer functionality. Parses evtx, pcap, har, json, and text logs in a single interface for support escalations.
Python · Automation
Workflow automation for support: automatic download renaming with ticket metadata extraction, data sanitization for customer escalations, and Sublime Text log parsing plugins.