Skills

IT-related skills based on my working experience and studies

Data Science

  • Application of Process Mining Techniques with Disco and Pm4Py
  • BPMN 2.0 Modeling with Signavio and Camunda
  • Data Preprocessing with pandas and pyspark
  • ML Classification and Regression in Python with sklearn and pytorch
  • Text Mining in Python with torchtext and nltk
  • Analysis of Spatiotemporal Data
  • Operations Research, Linear Optimization Programming with gurobi

Web Development

  • Frontend development with Angular, Vue.js
  • Backend development with Java Spring-Boot, Python Flask, Node.js, OpenAPI 3.0
  • Tests with Selenium, JUnit, Jest, Jasmine, Karma, REST-Assured, Pytest
  • Databases with PostgreSQL, MySQL, MongoDB
  • DevOps pipeline with Docker, Jenkins, Github Actions, Azure, Git, GitHub, GitLab

App Development

  • iOS-App Development with Swift and XCode
  • Android-App Development with Java and Android Studio
  • Hybrid-App Development with Typescript and Angular-Ionic

Project Management

  • Agile Software Development with Scrum and Jira
  • Experience with the the Organization and Leadership of Teams of (up to 8) Developers
  • Use Case Modeling