Project portfolio
A curated set of implemented systems across software engineering, IoT, edge AI, infrastructure, and data automation.
3 featured case studies · 4 additional projects · complete archive
Hybrid Linux infrastructure with public VPS ingress, private Tailscale administration, Ansible-managed configuration, monitoring and tested recovery.
Result: Public and private paths are separated, configuration is repeatable, and application/data recovery has been rehearsed against an isolated target.
Tech
Edge AI safety monitoring with camera, LiDAR, and local decision logic.
Result: Local SAFE / WARNING / ALERT monitoring with camera, LiDAR, dashboard, and logs.
Tech
Embedded vibration classification from IMU features through model export and device-side inference.
Result: The Arduino demo shows NORMAL, ANOMALY, and ALERT states with recovery to NORMAL.
Tech
Collects BLE sensor data and moves it through a secured MQTT path.
Result: Turned several separate assignments into one coherent monitoring platform
Case StudyPython-generated dashboard for Austrian tourism analysis.
Result: Combined the provided tourism CSV tables, calculated seasonal aggregates, and produced a one-page HTML dashboard and written analysis report.
Case StudyRegression workflow for random-walk gravity simulation data.
Result: Best held-out model reached about 1.19% normalized MAE and R² of 0.9914
Case Study
Built a multilingual portfolio platform with structured content, CI-enabled deployment, and maintainable publishing workflows.
Result: Built German and English SSR routes with static generation for portfolio pages and project details
Case Study