Projects
Research, software, and embedded systems built around real questions, from computational musicology to educational tools and assistive prototypes.
All work
7 projects
View details for Empirical Musical Cartography
Research
2026Empirical Musical Cartography
Mapping musical style with 144 scores, 36 interpretable features, statistical testing, and PCA
- Curated a balanced, license-safe corpus of 144 solo-piano scores: 36 each by Bach, Mozart, Chopin, and Debussy
- Engineered 36 interpretable harmonic, melodic, and rhythmic features with Python and music21
- Found 29 of 36 features significant after Benjamini–Hochberg false-discovery-rate correction
- Applied Tukey HSD and PCA to compare composer groups and visualize stylistic structure
Python
music21
scikit-learn
PCA
ANOVA
+4 more
View details →
View details for Sportbegegnung Live Platform
Software
2025Sportbegegnung Live Platform
Official event platform for schedules, results, galleries, and embedded live streams
- Led the web platform and live-broadcast workflow for the event
- Built a Vanilla PHP and SQLite content-management backend
- Published schedules, manually administered results, team standings, galleries, and stream embeds
PHP
SQLite
OBS
HTML
CSS
+2 more
View details →
View details for Math Escape Room
Education
2025Math Escape Room
Interactive Graph Theory Escape Room Interface
- Designed and coded digital interface for ESTALMAT Math Escape Room
- Built Vanilla PHP backend with flat JSON database for puzzle state management
- Implemented graph theory puzzle mechanics for interactive learning
PHP
JSON
Graph Theory
Cryptography
Rate Limiting
View details →
View details for JuFo Digital School - Intelligent Classroom Environmental Control
Hardware
2022 – 2024JuFo Digital School - Intelligent Classroom Environmental Control
IoT classroom control with sensor monitoring and browser-based action prediction
- Designed and implemented ESP8266 + Arduino Mega sensor network including MH-Z14A CO2 monitoring
- Developed a TensorFlow.js model for client-side lighting and ventilation action prediction
- Implemented JSON-over-Bluetooth protocol for low-latency device communication
ESP8266
Arduino Mega
ESP8266WebServer
Bluetooth
JSON
+3 more
View details →
View details for AbiRechner - Abitur Grade Calculator
Software
2024AbiRechner - Abitur Grade Calculator
Progressive Web App for Algorithmic Grade Calculation & Conversion
- Built responsive PWA with Vanilla JavaScript and Tailwind CSS for maximum performance
- Implemented complex backtracking algorithm for grade optimization
- Encoded comprehensive German Abitur DSM grading rules
Vanilla JavaScript
Tailwind CSS
PWA
Algorithms
Backtracking
View details →
View details for Research Intern (Economics)
Research
2024Research Intern (Economics)
LaTeX production for mathematical economics material
- Converted mathematical economics models into structured LaTeX
- Standardized equations, notation, and document formatting
- Produced editable source material for university teaching and research workflows
LaTeX
Econometrics
View details →
View details for Smart Glasses & Blind Stick - Assistive Technology
Hardware
2021Smart Glasses & Blind Stick - Assistive Technology
Assistive wearable with Ultrasonic sensor, Android app, and Bluetooth CLI
- Engineered hardware architecture with single Ultrasonic sensor for obstacle detection
- Developed Arduino-based Bluetooth serial CLI interface for device control
- Built Android Companion App using MIT App Inventor with GPS tracking
Arduino
Ultrasonic Sensor
Bluetooth Serial
CLI Interface
MIT App Inventor
+5 more
View details →