CV
Work Experience
Postdoctoral Researcher (Nov 2024 - Present)
SnT, University of Luxembourg Luxembourg
- Focused on industrializing research outcomes within the Luxembourg AI Factory.
- Developed a technical AI Sandbox for evaluating trustworthiness of AI models in production.
- Administered Linux servers supporting 40+ users for research and internal tools.
- Deployed and maintained a local LLM inference server with GPU support for chatbot and experimental use.
Doctoral Researcher (Nov 2020 - Oct 2024)
SnT, University of Luxembourg Luxembourg
PhD in collaboration with BGL BNP Paribas on enhancing machine learning robustness for critical industrial systems: constrained adversarial attacks and distribution drift solutions.
- Developed novel adversarial attacks, defenses, and benchmarks for tabular data, published at IJCAI and NeurIPS (spotlight).
- Proposed a new method to evaluate drift detectors, published at DELTA workshop at KDD.
- Taught the “AI and Cybersecurity” class to Master’s students.
- Supervised a Master’s thesis.
Research Support (Oct 2016 - Jan 2020)
Department of Computer Science, University of Luxembourg Luxembourg
- Developed internal DevOps solutions using GitLab CI/CD, Docker, and Jenkins.
- Managed project of a team of 6 student workers using Jira.
- Backend development with Java Spring Boot.
- Organized advertising and events for the newly created Bachelor in Computer Science (BiCS).
Education
PhD in Computer Science (Trustworthy AI) (Nov 2020 – Oct 2024)
University of Luxembourg Luxembourg
Thesis: Enhancing Machine Learning Robustness for Critical Industrial Systems: Constrained Adversarial Attacks and Distribution Drift Solutions. Read Thesis.
Supervised by Prof. Maxime Cordy. Published 4 papers in NeurIPS, IJCAI, and S&P, including a spotlight at NeurIPS. See publications.
MS in Computer Science (Aug 2018 – Sep 2020)
University of Luxembourg Luxembourg
High Honours.
Specialization in Artificial Intelligence and Reliable Software Systems.
BS in Computer Science (Sep 2015 – Jul 2018)
University of Luxembourg Luxembourg
High Honours.
Six months exchange at Free University of Bozen-Bolzano, Italy.
Technical Skills
- Programming Languages: Python, Java, TypeScript, LaTeX
- Data Science: scikit-learn, TensorFlow, PyTorch, pandas, numpy, seaborn, FastAPI, SQLModel, Celery
- DevOps: GitHub/GitLab, CI/CD pipelines, Containerization/Docker, Docker Swarm Clustering, Ansible, MinIO
- MLOps: MLflow, Evidently.ai
- Misc: HPC environments, Unit testing, Front-end visualization
Linguistic Skills
- English: Fluent
- French: Native
- German: Basic
- Luxembourgish: Basic