CV / English / DevOps for Machine Learning Manager

Personal Information

Name: Alex Rivera Address: 123 Main Street, Techville, AI 54321 Phone: +1 (234) 567-890 Email: [email protected]

Brief

A highly skilled and motivated DevOps for Machine Learning Manager with over 8 years of experience in implementing and managing ML infrastructure, ensuring smooth CI/CD pipelines, and optimizing Machine Learning model development and deployment processes. Expert in bridging the gap between data science and operations teams, ensuring high availability and performance of ML models in production environments.

Core Competencies

• CI/CD Pipeline Implementation
• Machine Learning Operations (MLOps)
• Infrastructure as Code (IaC)
• Cloud Computing Solutions (AWS, GCP, Azure)
• Containerization and Orchestration (Docker, Kubernetes)
• Automated Testing and Monitoring
• Agile and Scrum methodologies
• Cross-functional team leadership

Technologies & Certifications

• Technologies: Kubernetes, Docker, Jenkins, Terraform, Ansible, Prometheus, Grafana
• Cloud Platforms: AWS, Google Cloud Platform, Azure
• Languages: Python, Bash, SQL
• Certifications:
  • Certified Kubernetes Administrator (CKA)
  • AWS Certified DevOps Engineer
  • Terraform Associate Certification

Professional Experience

Senior DevOps for Machine Learning Engineer XYZ Tech Solutions, Techville, AI June 2018 – Present - Led the DevOps team in integrating machine learning models into production environments using Kubernetes and Docker. - Implemented automated CI/CD pipelines for machine learning projects, improving deployment frequency by 70%. - Designed and maintained a scalable cloud infrastructure, resulting in a 40% reduction in operational costs. - Collaborated with data science teams to streamline the model development process, increasing model performance and reliability.

Machine Learning DevOps Engineer ABC Co., Techville, AI January 2015 – May 2018 - Developed and maintained CI/CD pipelines for machine learning applications. - Implemented infrastructure as code (IaC) using Terraform, significantly speeding up environment provisioning. - Facilitated the adaption of containerization for seamless deployment of machine learning models.

Education & Training

Master of Science in Computer Science University of Techville, Techville, AI 2012 – 2014

Bachelor of Engineering in Information Technology Institute of Engineering & Technology, Metro City, AI 2008 – 2012

Certifications: - Certified Kubernetes Administrator (CKA) - AWS Certified DevOps Engineer - Terraform Associate Certification

Referees

Jane Smith Director of Engineering XYZ Tech Solutions Email: [email protected]

David Lee Senior Machine Learning Scientist ABC Co. Email: [email protected]