Projects:- Product Attribute Extraction - Bol - Feb 2024, presentAs product sellers on Bol do not always fill in all the product specifications, my team and I acted as consultants for Bol with an Agile/Scrum approach using Jira to help solve their problem. The goal of this project is to take a deep dive into business understanding and develop a practical data-driven solution. - Brain Tumor Prediction - JADS - Feb 2024, presentA Neural Network is developed in Python to predict and classify images of brain scans. The goal of this project is to understand the workings of different types of Neural Networks and the effects of applying techniques like Regularization, Convolution and ResNet.- Microservice Architecture - JADS - Feb 2024, presentThe design of a well structured architecture for the implementation of microservices is a very important component of creating a solid backbone of every information system. In this project the theoretically knowledge about the microservices is applied in a self-created use case.- Logistics Optimization - Datacation - Feb 2024, presentAs a project for two courses, the problem of route optimization (TSP\&VRP) is tackled in two ways. For one course, the logistical optimization is done using prescriptive algorithms and/or heuristics. For the second course, the explainability and interpretability of models are researched to make sure that these models are also useful for the target groups.- ERP Risk Management Tool - Jajo - Sep 2023, Dec 2023Since risk management is a difficult problem in the construction industry, better insight into earnings and costs is beneficial for project budget planning. Therefore, an interactive tool was built that shows costs per category with respect to the budget and can predict costs for future projects on a minimal level.- Google Cloud MLOps & DevOps - JADS -Sep 2023, Dec 2023Setting up machine learning models, pipelines and functionalities in Google Cloud sets a basis for the understanding of cloud computing. In this project a diabetes prediction ML model and a superstore inventory analysis batch and stream processing pipeline were created in Google Cloud.Museum Exhibition Sytem - Museum Krona - April 2023 & Sep 2023Built the technical systems needed for the exhibitions of the museum. The systems consisted of sensors (touch) that activated actuators (audio/video) with the use of processors (Arduino/Raspberry Pi).