DevOps,
Cloud Architecture,
Data Science
and CI/CD
Julian Johannes Umbhau Jensen
DevOps Engineer / Data Scientist
Political Science Master, with a focus on social network analysis
3+ years of Data Science experience in research, machine learning modelling and data pipeline development.
DevOps Engineer with focus on Kubernetes, PostgreSQL and CI/CD.
Competencies
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Data Science
General statistics, Timeseries data analysis, development of data science pipelines and packages in R or Python, API and webhook setup
Data visualization
Data reporting, Shiny/Dash/Streamlit visualizations and interactive dashboards
CI/CD Pipeline Development
Containerization, Setup of CI/CD workflows in Jenkins, Travis or Github actions
Machine Learning / Deep Learning
Model development in a wide range of packages and methods. Keras, Scikit Learn, Pytorch, transfer learning, optimization and
Azure Cloud Computing
Azure data science services, setup of Web Apps, Container Instances, Storage and more.
Web Scraping and automation
Scraping with BeatifulSoup/Selenium, Program automation on Windows/Linux,
Azure DevOps
Pipeline development using the Azure DevOps suite
Projects
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Developing Machine Leanings models
Pipeline Development - CI/CD
Statistics and data visualization
Service deployment on Azure
Past projects
Automation
Automation of manual data entry tasks.
Optical Character Recognition and windows/linux automation
Transcription
Setup and operation of Semi-Automated transcription - Danish and English Audio.
Web scraping
Automated scraping of EURLex law documents.
Data dashboards
Interactive dashboard visualizing Corona data. Automated daily deployment using Jenkins and github actions.