Hello, I am
My core interests in IT include software development, data science, cybersecurity, digital privacy, and process automation. I'm always curious about emerging technologies, and right now, I'm especially focused on generative AI. I see it as a powerful tool, not one that will make us obsolete, but one that can make us more efficient and help us make better decisions.
(The spinning cube does not do much. Try clicking on it though!)
Projects & Research
Below are selected highlights from my portfolio, showcasing a range of projects and research work.
Applying CNNs for accurate detection and identification of space objects
Education
Master's Degree in Information and Computer Sciences
University of Luxembourg
Specialized in Machine Learning and Artificial Intelligence
Thesis: A Comprehensive Framework for AI-Driven Multiple-Choice Question Generation
Bachelor's Degree in Computer Science
University of Luxembourg
Technical Secondary Education Leaving Diploma
Luxembourg, Limpertsberg
Languages
Technical Skills
Programming & Scripting Languages
Databases
Data Engineering & Processing
Machine Learning & AI
Data Visualization & Monitoring
Web & API Development
DevOps & Tools
Work Experience
A journey through my professional experiences, showcasing my growth and contributions in various roles.
Teacher
As a Secondary Education Teacher, I teach Excel, VBA, Python, and Relational Databases, equipping students with technical skills while fostering problem-solving and analytical thinking. This role has refined my ability to break down complex concepts into clear explanations, ensuring engagement across diverse learning styles. Beyond teaching, I've developed strong communication, adaptability, and leadership skills. Managing a classroom requires handling dynamic situations, providing feedback, and maintaining motivation while ensuring an inclusive learning environment. Mentoring students in logical thinking and problem-solving has strengthened my ability to guide teams, foster collaboration, and adapt my approach to different levels of expertise.
Topics
Technical Operations & Web Development Manager
Served as the dedicated IT specialist for a financial content creator and their team, managing all aspects of technical infrastructure and digital operations.
Key Responsibilities
- •Built and maintained an educational WordPress-based website that grew to over 3,000–4,000 users, with full responsibility for domain management, DNS configuration, AWS Lightsail hosting, SES email setup, backups, and server migrations
- •Developed custom WordPress plugins in PHP to implement specialized features and improve user experience
- •Implemented subscription and payment systems for premium memberships, along with user-managed email notification preferences
- •Created automated systems using CRON jobs, custom scripts, and SQL queries to streamline backend operations
- •Built a custom membership verification system that linked website accounts to Discord roles—granting premium server access to active members and automatically removing expired users
- •Set up and managed a professional Discord server with moderation and automation bots to enhance community engagement and operational efficiency
Technologies
Key Achievements
Successfully developed and maintained a high-traffic WordPress website serving 3,000-4,000 daily users, implementing a robust content management system with role-based access control for editors. Created a seamless integration between the website and Discord community, automating membership management and enhancing user engagement. Built a scalable infrastructure on AWS that maintained 99.9% uptime while handling growing traffic and complex backend operations.
Software Developer | Data Engineer Internship
As a Software Developer with a large focus on Data Engineering, I automated the retrieval and processing of daily SAP exports and developed a stock management application and a data visualisation dashboard, enhancing inventory control and tracking.
Key Responsibilities
- •Gathering precise requirements from the client and maintaining continuous contact to gather feedback and ensure satisfaction.
- •Implementing a custom ETL pipeline to automate retrieval and processing of SAP Exports
- •Processing and storing data in both time-series and relational databases.
- •Developing a REST API and front-end interface within an internal application to display current stock status and allow users to adjust dynamic alarming thresholds.
- •Implementing a visual data dashboard using Grafana, providing intuitive historical stock analysis and enhanced data visualization.
- •Designing and integrating a dynamic alarming system with adjustable user-defined thresholds, improving response time to stock fluctuations.
- •Displaying global stock metrics, alarms, and trends in a user-friendly manner.
Technologies
Key Achievements
An application that seamlessly integrates into the existing infrastructure and effectively displays and updates the past and current status of the stock, including an alarming system with dynamic thresholds that can be changed by the user. Significantly reduced stock management processing time by over 90% and improved inventory accuracy through automated data processing and real-time monitoring.
Peer Tutor
As a Peer Tutor at the University of Luxembourg for 1st and 2nd Semester Students, I held weekly 90-minute tutoring sessions, where participating students were free to ask any questions they had related to their studies. If there were no questions, the tutoring sessions would focus on the subjects that the students needed help in the most, which was Java Programming for Semester 1 Students and Algorithms for Semester 2 Students. Exercises and explanations were prepared prior to every tutoring session.