Investigating Quality Attributes and Best Practices of Microservices Architectures
Software systems that are built in accordance with the Microservice Architecture pattern present viable solutions to modern problems in the rapidly evolving ...
Projects
2022
2021
Factors influencing the intention of caregivers to use digital technologies in outpatient care – A case study examining the introduction of a textile sensor mat
Operational processes in the care sector are becoming increasingly digitalized due to rising workload. Insufficient involvement of caregivers in this digital...
Distribution Strategies of Covid-19 Vaccines in Germany Based on Time Series Analysis
This project was carried out as part of the TechLabs Digital Shaper Program in Aachen (Summer Term 2021).
Removing Implicit Places Using Regions for Process Discovery
Several processes executed in organizations are handled by information systems which record event data in event logs. One of the ideas behind process discove...
2020
Antecedents of Online Grocery Shopping Acceptance in Germany - An Integrated Research Model
Across the world online grocery shopping has been growing for the past decade, with China, South Korea and Great Britain leading in terms of the industry’s p...
Business Model Innovation in the Online Grocery Sector - Extracting and Structuring Business Model Patterns
The online grocery sector is considered to have great economic potential, but the expected growth, especially in Germany, has not materialized. Recent resear...
A Python Extension to Simulate Petri nets in Process Mining
The capability of process mining techniques in providing extensive knowledge and insights into business processes has been widely acknowledged. Process minin...
2019
To what extent is the use of recidivism prediction and sentencing software in the criminal justice system justified from an ethical perspective?
This paper targets the ethical implications and arguments revolving around the use of recidivism prediction tools and sentencing software (commonly existing ...
2018
Predictive Analytics in Healthcare for Diabetes Prediction
Diabetes mellitus type 2 is a chronic disease which poses a serious challenge to human health worldwide. Globally, about 8.3% of the population is diagnosed ...
2017
Driving Assistance App
I built an application which detects traffic signals and lane markings on video capture.
Historical Document Processing Application
I developed an application for processing historical documents, manipulating Sauvola’s algorithm for thresholding of the document images.