✦ Expertise

Three pillars. One mission.

I combine three domains because the future of autonomous systems is built at the intersection of AI software, physical hardware, and regulatory knowledge.

Autonomous Agent Systems

Production 24/7 Agent Infrastructures · Model Routing · Persistent Memory

I build AI agents using the Hermes Agent framework. 24/7 autonomous systems running on European Hetzner Cloud VPS with 19+ cron-orchestrated background workers, multi-LLM routing via OpenRouter API, and an Obsidian knowledge vault for persistent memory.

Agent Runtime

Hermes Agent loops, custom toolchains, self-healing cron jobs, and evaluation-driven development.

Command & Control

Direct remote agent control via Telegram and WhatsApp interfaces with real-time logging and alerts.

Memory Layer

Obsidian Markdown vault memory architecture with bi-directional linking and context persistence.

Hermes Agent MCP Servers Python Hetzner Cloud VPS OpenRouter API Obsidian Memory Telegram/WhatsApp C2

AI Compliance & Regulatory Knowledge

EU AI Act · GDPR · NIS2 · DORA · Not legal advice

I study EU AI regulation and share practical compliance insights. I bridge the gap between technical code and regulatory requirements, building legal-by-design architectures. Not legal advice — educational insights for building auditable AI systems.

EU AI Act & Governance

Risk classification, GPAI governance, transparency, and technical documentation (educational).

GDPR & Data Act

Training data privacy, processing grounds, and data sovereignty considerations.

Cyber & Resilience (NIS2/DORA)

Cybersecurity resilience, incident reporting, and operational readiness frameworks.

EU AI Act GDPR Compliance NIS2 Directive DORA Resilience EU Data Act DSM Copyright (TDM)

Tactical UAV Systems & Onboard Edge AI

Hand-Built 1500g Quad · ArduPilot · Raspberry Pi 5 · EASA A1/A3

I build drones — from design to flight, with onboard AI. Custom 1500g carbon quadcopters, hand-soldered from bare electronics. ArduPilot for autonomous waypoint missions, with a Raspberry Pi 5 companion computer running edge vision AI for target detection. EASA A1/A3 certified.

Hardware Architecture

8-inch carbon frame, Skystars H7 Dual Gyro FC, AM60 60A ESC stack, and 6S 5500mAh high-discharge LiPo.

Autopilot & Telemetry

ArduPilot Copter 4.5, QGroundControl, Mission Planner waypoints, and RadioMaster ELRS telemetry.

Edge Vision AI

Raspberry Pi 5 (8GB) + Camera 3 running real-time onboard computer vision object detection algorithms.

ArduPilot Copter Betaflight Tuning Raspberry Pi 5 AI Edge Computer Vision Pixhawk / Skystars H7 EASA A1/A3 Licensed €2.6M Insured