Projects
A comprehensive collection of technical builds spanning hardware engineering, data science, and full-stack development — each one a deep dive into solving real-world problems.
View details for Empirical Musical Cartography
Research
2026Empirical Musical Cartography
Composer fingerprint analysis using PCA and statistical methods on 144 scores
- Analyzed 144 classical music scores across multiple composers
- Implemented PCA dimensionality reduction for 2D visualization of musical characteristics
- Conducted ANOVA statistical tests to identify significant composer fingerprints
Python
music21
scikit-learn
PCA
ANOVA
+2 more
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View details for JuFo Digital School - Intelligent Classroom Environmental Control
Hardware
2022 – 2024JuFo Digital School - Intelligent Classroom Environmental Control
IoT classroom environmental control with ML-based CO2 prediction and Discord integration
- Designed and implemented ESP8266 + Arduino Mega sensor network for real-time environmental monitoring
- Developed hybrid AI architecture combining TensorFlow.js for client-side CO2 prediction
- Implemented JSON-over-Bluetooth protocol for low-latency device communication
ESP8266
Arduino Mega
ESP8266WebServer
Bluetooth
JSON
+3 more
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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
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View details for Sportbegegnung Live Platform
Software
2024Sportbegegnung Live Platform
Full-Stack Event Platform generating 3k+ views with 100% uptime
- Conceptualized and led full-stack development of official sports event website
- Achieved 100% server uptime handling ~3,000 views across 40+ live streams
- Implemented proactive security measures including a 100GB honeypot file to trap malicious bots
PHP
SQLite
OBS
HTML
CSS
+3 more
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View details for Research Intern (Economics)
Research
2024Research Intern (Economics)
Digitized complex econometric models
- Digitized complex econometric models for university researchers
- Formatted mathematical equations and economic models using LaTeX
- Optimized course materials for economics faculty
LaTeX
Econometrics
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View details for Math Escape Room
Education
2023Math 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
Flat JSON Database
Graph Theory
Rate Limiting
Hardware Integration
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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
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