ExypnoTech Engineering Services
ExypnoTech Engineering Services
Tunisie

EXY_03 The project involves establishing EyeFish’s DevOps and MLOps infrastructure PFE

Web Development / DevOpsIngénierie des données / MLOpsCloud Infrastructure

Publié il y a 1 jour

Stage
⏱️4-6 mois
💼Hybride
📅Expire dans 13 jours
Ce stage n’est pas “le seul”.

Description du poste

  • Project overview
  • Implement a complete DevOps and MLOps infrastructure for the EyeFish platform covering deployment, monitoring and automation.
  • Scope includes CI/CD pipelines for backend, frontend and AI microservices, containerization and orchestration, AWS deployments, monitoring, logging and MLOps workflows for model deployment and continuous training.
  • Main objectives & deliverables
  • Design and implement the complete DevOps architecture for the EyeFish platform.
  • Create CI/CD pipelines (backend, frontend, AI services), automate deployments on AWS, and implement real-time infrastructure monitoring and alerting.
  • Optimize performance and reduce cloud costs, test deployments in the EyeFish environment, prepare technical documentation and perform the final demonstration.
  • Responsibilities / Tasks
  • Implement containerization and orchestration using Docker and Kubernetes; set up CI/CD (GitHub Actions / GitLab CI) for multi-service pipelines.
  • Deploy and automate infrastructure on AWS (EC2, S3, IAM, CloudWatch, ECS/EKS) and integrate monitoring (Prometheus, Grafana) and centralized logs.
  • Define and implement MLOps workflows: model deployment, continuous training, inference pipeline optimization, and internal operational workflows with standardized documentation.
  • Required skills & technologies
  • Docker, Docker Compose; basics of Kubernetes; Linux and Bash scripting.
  • CI/CD experience (GitHub Actions or GitLab CI); AWS experience (EC2, S3, IAM, CloudWatch, ECS/EKS); monitoring tools (Prometheus, Grafana) and centralized logging.
  • Practical details & how to apply
  • Internship tasks include hands-on implementation, testing in EyeFish environment, and producing technical documentation and a final demo.
  • Apply via the provided link below.

Apply here: https://lnkd.in/d3jkmmJC