All Projects
My Work
A selection of projects spanning data science, machine learning, analytics and business intelligence, data engineering, and full-stack development.
Exploring Time Series Forecasting
A hands on study of time series forecasting that compares classical statistical baselines against Facebook Prophet with external regressors, built as a clear and reproducible progression of notebooks.
AI Powered Resume Analyzer
A full stack web app that matches a candidate's resume against job descriptions using AI embeddings and vector search, returning a match score and a plain language explanation of why each role fits.
Real Time Crypto Monitoring System
A real time data pipeline that fetches, processes, and stores cryptocurrency exchange rates around the clock using Apache Kafka and Cassandra, deployed on AWS.
Airbnb Listings BI Dashboard
An interactive Power BI dashboard that analyses Airbnb listings across major Belgian cities, covering pricing trends, review sentiment, host behaviour, and concrete recommendations for hosts.
IT Help Desk Ticketing System
An end to end IT help desk ticketing system built on SharePoint Online and Power Automate, featuring GPT powered email to ticket conversion and automated assignment.
Data Engineering Book Scraper
An automated ETL pipeline that scrapes data engineering book listings from Bol.com, orchestrated with Apache Airflow and containerised with Docker.
Waldo Detection Using YOLOv8
A computer vision project that trains a YOLOv8 model to find Waldo in densely cluttered images, served through both a REST API and a web app.
Water Level Monitoring WebApp
A web application for monitoring water levels across the Flanders region in real time, built for the company CIPAL as part of a team project.
Hornet Detection & Tracking
A Streamlit application that detects and tracks invasive hornets threatening bee populations, using YOLO based computer vision. It was a team project where I led model training and evaluation.