Projects

Here are some projects I’ve worked on. Mix of academic work, open-source contributions, and personal learning experiments.

Notable Projects

Diploma Thesis: Sentiment Analysis & Opinion Detection
GitHub repo
Built ML models using Keras for sentiment analysis and opinion detection. Explored deep learning for NLP tasks.

Bachelor Thesis: Modbus-based Electrical Measurements Dashboard
GitHub repo
IoT application for visualizing real-time electrical measurements from Modbus devices. Spring Boot backend handled data acquisition and storage in MySQL/InfluxDB, while Angular frontend with PrimeNG and ECharts provided live dashboards and time-series charts. Involved protocol handling, database design, and real-time data visualization.

Custom Neural Network
GitHub repo
Implemented a basic neural network from scratch in Java to understand ML fundamentals without relying on frameworks.

docxjs - Document Rendering Library
GitHub repo
Contributor to this TypeScript library for rendering DOCX files (1.8k GitHub stars). Made contributions that were merged into the original repository, improving the library used by real-world projects.

Data Structures & Algorithms Projects