EXY_03 The project involves establishing EyeFish’s DevOps and MLOps infrastructure PFE
EXY_03 The project involves establishing EyeFish’s DevOps and MLOps infrastructure PFE
ExypnoTech Engineering Services•Tunisie
Web Development / DevOpsIngénierie des données / MLOpsCloud Infrastructure
Publié il y a 7 mois
Stage
⏱️4-6 mois
💼Hybride
📅Expiré il y a 7 mois
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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.