profile picture

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

Software

The 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.

React.jsNext.jsTailwindCSS

MünsterGPT

Software

Hackathon 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.

Vue.jsNuxt.js

Customer Online Portal

Software

A full-stack application during my work at Databundles. Currently in use as an online portal for over 200 bouldering halls.

Vue.jsNuxt.jsTailwindCSSLaravelDocker

Carsharing Dashboard

Software

A front-end extension for a system software provider of car sharing companies. The dashboard provides charts and an interactive map for the car sharers.

Vue.jsNuxt.jsTailwindCSSLeaflet

Website databundles.io

Software

The corporate website of Databundles, which I was allowed to develop with Nuxt.js during my work at Databundles.

Vue.jsNuxt.jsTailwindCSS

Power Price Prediction

Data Science

An 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.

PandasScikitLearnJupyterTensorFlow

Helpwave App

Software

A 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.

React.jsFastAPI

Data-Driven load management in professional football

Data Science

A 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.

PandasNumPyScikitLearnJupyter

Classifier of premium services

Data Science

A student research project with a practice partner from logistics, in which we used machine learning to develop a classifier for premium services.

Pandas

Service Registry

Software

A full-stack application for the ForeSight smart home research project. The application lists smart home services and provides information via a REST interface.

DjangoDocker

Twitter-Analysis

Data Science

A seminar paper as part of my studies in which we analysed tweets from Twitter based on a specific topic.

RStudio

< 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