
Sebastian|
Welcome to my website, glad you're here. I am a Full-Stack Developer and prefer to work with Vue/Nuxt and React/Next in the frontend as well as Laravel and Django in the backend. Besides that, I also do love data science. Take a look at my recent projects!
< Project Selection >
Some of the Projects I worked on
Personal Website
SoftwareThe website you are on, intended as a short portfolio overview of my previous projects. The website is developed with React.js and Next.js and uses TailwindCSS as CSS framework.
MünsterGPT
SoftwareHackathon project as part of the city of Münster's annual Münsterhack. A chatbot that can answer questions about the city of Münster's citizen services.
Customer Online Portal
SoftwareA full-stack application during my work at Databundles. Currently in use as an online portal for over 200 bouldering halls.
Carsharing Dashboard
SoftwareA front-end extension for a system software provider of car sharing companies. The dashboard provides charts and an interactive map for the car sharers.
Website databundles.io
SoftwareThe corporate website of Databundles, which I was allowed to develop with Nuxt.js during my work at Databundles.
Power Price Prediction
Data ScienceAn electricity price forecast for the next five days. The forecast is based on weather data from the stations of the German Weather Service at the ten largest wind and solar parks in Germany.
Helpwave App
SoftwareA hackathon project that I was allowed to develop with a team as part of the Münsterhack 22'. A mobile app that sends a signal to first responders who are in the immediate vicinity of the accident scene to ensure initial care before the ambulance arrives.
Data-Driven load management in professional football
Data ScienceA data-driven load control system in professional football to prevent muscle injuries to players. Developed as part of my master's thesis with Borussia Mönchengladbach as a practice partner.
Classifier of premium services
Data ScienceA student research project with a practice partner from logistics, in which we used machine learning to develop a classifier for premium services.
Service Registry
SoftwareA full-stack application for the ForeSight smart home research project. The application lists smart home services and provides information via a REST interface.
Twitter-Analysis
Data ScienceA seminar paper as part of my studies in which we analysed tweets from Twitter based on a specific topic.
< Tech >
Some of the technologies I use
Frontend
- Vue.js
- React
- Nuxt.js
- Next.js
- Tailwind CSS
- Bootstrap
- Chart.js
Backend
- Laravel
- Django
- FastAPI
Database
- MySQL
- MariaDB
- PostgreSQL
- MongoDB
- Redis
- Neo4j
Infrastructure
- Docker
- GCP
- Firebase
- Hetzner Cloud
- Github Actions
- Laravel Forge
Data Science
- Python
- Pandas
- Numpy
- Matplotlib
- Seaborn
- Scikit-learn
- Tensorflow
- Jupyter Notebook