MLOps :

• Jira Ticket Classifier: Fine-tuned DistilBERT with LoRA/PEFT for incident classification. Hybrid cloud architecture (Terraform IaC) connecting AWS S3 and local resources via SQS. GitOps workflow with FluxCD, MLFlow tracking.

ML :

• Semantic Segmentation for object segmentation on PascalVOC dataset using a U-Net CNN model: Pytorch, TensorBoard, ONNX (See Gitlab: U-Net)
• Control of a simulated vehicle steering angle via computer vision: ROS2, Pytorch, ONNX, TensorBoard (see Gitlab: SteerSim)
• Implementation of an RNN for sentiment classification on tweets
• Implementation of a DCGAN for synthetic image generation on Fashion MNIST dataset

Web Development & GIS :

• Dump Alert: Full-stack Django 5.2 / GeoDjango application for illegal dump reporting with PostGIS geolocation, interactive Leaflet heatmap, QGIS/PyQGIS marker generation and Django admin for report validation with interoperable geospatial data export.
• Doctolib Bis: Full-stack vaccination booking application. Modular Angular frontend (features/reservation, features/admin) with REST API services, Spring Boot backend (Controllers, Services, Repositories, DTO), PostgreSQL database. JWT authentication with role system (Admin, Super-Admin, Doctor) and Angular guards.

DevOps :

• CI/CD Pipeline for a Java application backend: Gitlab CI (see Gitlab: Backend Production Deployment)
• 4-container cluster for a "Docker coins Miner" application: KinD, Helm, Kubectl (see Gitlab: Kubernetes-simple-app)
• Containerization of a PHP application: Docker, RabbitMQ (see Gitlab: container project)