Projects
Project archive
All work in computer vision, ML, embedded systems and more.
PixLang
A minimal, human-readable DSL for describing computer-vision pipelines — with variables, loops, plugins, a linter and a browser-based visual flow editor (35 commands, 253 passing tests).
SterilVision
A computer-vision platform supporting instrument inspection in a medical and surgical context.
CNN-Visualizer
An interactive tool for debugging and visualizing CNNs with Grad-CAM, feature maps and misclassification analysis.
CV & AI Knowledge Lab
A German-language interactive knowledge hub (Streamlit) with 33+ learning modules across computer vision and AI — from mathematical foundations to transformers, diffusion models and multimodal AI, with live demos.
ASCII-Cam
A real-time webcam-to-ASCII-art converter with virtual-camera output for Zoom, OBS or Discord.
MNIST Neural Network HMI
A desktop app where you draw a digit and watch the full preprocessing pipeline and live CNN predictions.
Computer Vision Blueprint
A node-based visual editor for building OpenCV pipelines without writing code.
Luna
A fully offline voice assistant for Linux and Raspberry Pi with German speech recognition.
Albert's Weather Station
A Flask web app on the Raspberry Pi that reads a DHT22 sensor and computes a comfort index.
Adaptive Noise Classifier
An ESP32 audio classifier that uses FFT to recognise sound bands and applies adaptive noise masking.
Server Dashboard
A Flask dashboard for monitoring Docker and Podman with metrics, authentication and container management.
Web Vulnerability Scanner
An automated scanner that tests for SQLi, XSS, CSRF and missing security headers.
Local Sense
An Android app with an on-device ML model that runs fully offline and adapts to the user.
MagicMirror Dashboard
A Raspberry Pi behind a two-way mirror showing system uptimes, Docker status and a calendar.
MVTec Vision Lab
An open-source browser tool to explore the MVTec AD datasets, train PaDiM anomaly-detection models and inspect per-image XAI heatmaps.
ACSESS
A fully local research prototype ("Adaptive Conversational Social Engineering Simulation System") studying AI-driven conversational tactics in consent-based experiments for security-awareness training.
AI Email Agent
A modular AI-powered email agent that generates and sends personalized outreach emails — multilingual, with a review step and multi-provider support (Groq/Anthropic/OpenAI).
Spaceship Titanic ML
ML solution for the Kaggle "Spaceship Titanic" competition with extensive feature engineering (40+ features) and ensemble learning, ~80% CV accuracy.
Password Manager
A simple local password manager in Python with a Tkinter GUI and Fernet (AES) encryption.
Hackbert AI
An interactive AI assistant as a web app — try it directly in your browser, no install required.