Optimizing Operational Efficiency: Building Advanced Infrastructure
Ensuring Success: Constructing Production Infrastructure for AI/ML Application
Overview
We were contacted by a client with an application platform and services centered around artificial intelligence and machine learning.
The client sought assistance in devising an enhanced infrastructure design due to challenges in maintaining existing environments. It was imperative to streamline all environments in accordance with the agreed-upon design.
What were the challenges ahead of Quema?
Develop a revamped infrastructure architecture design for all environments
Improve overall security
Implementing a declarative, GitOps continuous delivery tool for Kubernetes
Migration from self-managed Apache Airflow to managed Airflow/MWAA
What was implemented?
Infrastructure architecture design:
Designed an enhanced architecture encompassing advancements in security, automation, and multi-environment enhancements.
The comprehensive infrastructure enhancement incorporates various improvements, including:
- Data encryption
– Migration of numerous services to private networks
– Implementation of VPN access
– Automatic password rotation for databases every 30 days
– Secure storage of passwords in the secret manager
– Implementation of the principle of least privilege access for users and service accounts
Automating Kubernetes with GitOps:
- Implementing ArgoCD for streamlined management
- Automated deployment of all Kubernetes manifests using ArgoCD
- Centralized Kubernetes cluster management
Migration to Airflow/MWAA:
- Transitioning from self-managed Apache Airflow to managed Airflow/MWAA
- Migrating tasks (DAGs) step-by-step per the plan to ensure uninterrupted pipeline workflow
- Integrating Airflow/MWAA with AWS Secret Manager
Implementation of Infrastructure As a Code:
- Enforcing consistent configurations
- Enhancing security and expediting recovery
- Strengthening accountability
- Facilitating the rebuild and reproduction of systems and configurations
What were the challenges ahead of Quema?
10+ Years of Expertise in DevOps
With over a decade of experience in DevOps, Quema brings extensive knowledge and best practices to every project. Our seasoned engineers have successfully implemented solutions across various industries, delivering scalable and reliable infrastructure tailored to meet your specific business needs.
100+ Satisfied Customers
Quema, a leading DevOps services company, takes pride in our track record of client satisfaction, having served over a hundred businesses globally. We prioritize customer success and strive to exceed expectations with our quality of service, resulting in long-term partnerships and positive testimonials from our diverse clientele.
Officially AWS and Kubernetes- Certified Specialists
As officially certified AWS and Kubernetes specialists, Quema demonstrates our commitment to excellence and proficiency in cloud and container orchestration technologies. We leverage our certifications to implement industry leading practices and ensure robust performance and security for your applications.
Full Transparency in Processes
Quema prioritizes transparency throughout our engagement, ensuring you have clear visibility into project timelines, progress, and costs. We believe in open communication and provide access to detailed reports and metrics, allowing you to track every stage of your project with confidence.
High-level Management
We believe effective communication is key to successful collaborations. Quema ensures that all interactions are clear, concise, and easily understandable. Whether discussing project requirements, updates, or challenges, we focus on open lines of communication to foster trust and alignment.
Clear and Simple Communication
Our team is led by highly experienced professionals who oversee every project with strategic insight and expertise. We ensure that your objectives align with our delivery, providing proactive management to mitigate risks, optimize resources, and achieve timely milestones.
Results
Enhanced security across all levels
Improved stability and performance of the infrastructure
Decreased time for deploying products into production