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Project Overview
Designed and implemented a comprehensive training platform for Financial Group engineers to learn DevOps principles, focusing on Docker and Kubernetes within a closed network environment. Using the architecture depicted above, I developed a hands-on learning environment to demonstrate the practicality of MLOps and CI/CD pipelines even in restricted settings.
Key Responsibilities
- Platform Design and Deployment: Architected the training platform leveraging Kubernetes, KubeVirt, Istio, Dex, and Harbor to provide virtualized and isolated environments for each participant.
- Environment Provisioning: Prepared Kubernetes clusters capable of supporting 25 simultaneous users, each with their own practical workspace.
- Hands-On Training: Developed and delivered instructional materials covering Docker and Kubernetes fundamentals, including step-by-step guides for deploying CI/CD pipelines in closed networks.
- Closed-Network MLOps Integration: Demonstrated the feasibility of building fully operational MLOps workflows and CI/CD systems in isolated environments.
Achievements
- Participant Engagement: Delivered an interactive training experience where all participants successfully deployed and managed Kubernetes workloads independently.
- Positive Feedback: Achieved over 80% satisfaction ratings in feedback surveys, with participants praising the practical focus and effectiveness of the training materials.
- Client Recognition: Highlighted as a key contributor in enabling MLOps and CI/CD capabilities in closed networks, earning appreciation and requests for future training sessions.
- High-Value Engagement: Secured high compensation and subsequent training opportunities due to the program’s success and perceived value.