Top roles
Back-end
Cloud
Front-end
Systems
Miscellaneous
• AI Industrialization: Designed and implemented a full-scale Kubernetes
architecture using Longhorn and ArgoCD to transform AI prototypes into
robust, production-ready services.
• MLOps & Infrastructure: Engineered GPU-accelerated environments and
managed private registries (Sonatype Nexus) for internal libraries (python, rpm,
docker) in secured, airgapped environments, but also including the
management of GPU profiles within JupyterHub to optimize resource
utilization
• Automation & Tooling: Developed web-based automation (FastAPI, Django)
and custom self-service portals for data analysts (using OOP principles).
• Orchestration: Participated in the installation and configuration of Airflow to
streamline ML pipelines and data ingestion schemes.
• ML Engineering: Conducted comprehensive benchmarks comparing multiple
transcription models to optimize accuracy and performance. Developed a
custom speaker recognition algorithm for internal audio processing pipelines.
• Local LLM Integration: Architected and deployed local Large Language Models
(LLMs) on internal infrastructure, ensuring data privacy and performance for
internal stakeholders.
• Technical Mentorship: Provided high-level technical guidance on AI projects
and supported junior team members in adopting scalable software practices all
while reporting to different stakeholders.
• Brussels Environment: Developed Python backends and APIs for
environmental monitoring.
• Macq Electronics: Automated K8s and MongoDB deployments via
Ansible/Docker.
• BioIT Team: Developed Lua components and performed risk assessment for
medical software.
• Middleware Automation: Developed services to automate Linux infrastructure
management by providing Flask-based REST APIs and using Ansible.
Master's Thesis: ”Apprentissage de formules LTL” (a study on the problem of learning LTL formulas from examples leveraging SAT solvers)
End of Study work: ”Développement d’un outil de calcul de load flow en basse tension pour le gestionnaire du réseau électrique de distribution” (translating an algorithm to perform load flows from MATLAB to Python)
