Building AI agents, automation pipelines, and custom tooling for real-world operational problems.
- AI Agents & Multi-Agent Systems
Custom LLM integrations with supervisor orchestration, triple-layer memory, and 60+ specialized agents built around real operational problems
- Security Assessment Tools
Open-source Windows security tooling with MITRE ATT&CK tagging (see: Am I Hacked?)
- Steam Games & Steamworks Integration
Published System.Execute (AppID 4353080) on Steam, an Electron-based incremental idle game with full Steamworks SDK integration including achievements, Steam Cloud saves, global leaderboards via Firebase, Steam Overlay profile linking, and SteamPipe deployment pipelines
- Automation Pipelines
Connecting CRM, data, and operational tools across platforms (Monday.com, Microsoft Graph, SharePoint, Supabase)
- MCP Ecosystem & Tooling
Docker-based MCP Lab environments with Kali Linux, Obsidian, and custom server integrations
- Nonprofit & Operational Tech
Production systems serving 350,000+ people monthly: Teams rollouts, SharePoint automation, and large-scale logistics tracking
- Homelab Infrastructure & Automation
Full Raspberry Pi 5 homelab managed entirely from Windows, using Ansible playbooks via Docker, PowerShell monitoring/maintenance scripts, an Electron desktop app, and a self-hosted service stack (Grafana, Prometheus, AdGuard, Vaultwarden, Portainer, Tailscale VPN, and 15+ others)
- Hospitality & SMB Tech Consulting
AI integration advisory, POS systems, and operational tooling through TM Hospitality Strategies, AKA TMHS or TMHSDigital (DBA)
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TM Hospitality Strategies
