My Work In Action
Here's a selection of some projects I've developed, blending software engineering and data science
These projects highlight my technical skills, problem-solving abilities, and passion for creating meaningful solutions
IT Help Desk Ticketing System
A comprehensive IT ticketing system built with SharePoint Online and Power Automate. Features automated workflows, email-to-ticket conversion using GPT, intelligent task assignment, and real-time notifications with Microsoft Planner integration.
Airbnb Listings BI Dashboard
This is a project built with Power BI and Python to analyze Airbnb listings across major Belgian cities. It shows insights about review sentiment, pricing, host behavior, and prescriptive recommendations for property improvement.
Data Engineering Book Scraper via Airflow
Web scraper for Data Engineering books from Bol.com, built with Python, BeautifulSoup, and Airflow. Automates data extraction, uses Docker for deployment, and supports task orchestration via Airflow DAGs.
Real-Time Cryptocurrency Monitoring System
A real-time data engineering system that fetches, processes, and stores cryptocurrency exchange rates using Apache Kafka and Cassandra. Deployed on AWS EC2 with 24/7 availability for continuous crypto market monitoring.
Waldo Detection Using YOLOv8
An advanced computer vision project using YOLOv8 (You Only Look Once version 8) for detecting Waldo in images. This project demonstrates custom dataset preparation, model training, and performance evaluation using state-of-the-art object detection techniques with Ultralytics and Roboflow.
Water Level Monitoring WebApp
This project showcases a system built to manage water levels in the Flanders Region for the company CIPAL.
Computer Vision: Hornet Detection and Tracking
This project showcases a Streamlit application built to track hornets that threaten the bee ecosystem using advanced computer vision techniques.
