Our Machine learning platform modernization practice provides turnkey approach of updating and upgrading an existing machine learning platform to take advantage of the latest technologies, features, and best practices offered by Amazon SageMaker. This can include upgrading hardware and software, implementing new machine learning algorithms, optimizing performance, improving the overall user experience and operating MLOps at scale. Our services in machine learning platform modernization include:

• Platform assessment to understand existing ML platform and proceses
• Technology selection to select appropriate tools to modernize the platform
• Platform design and development to meet business requirements
• Testing and validation to ensure that it meets the desired performance and reliability standards
• Deployment and rollout that includes developing playbooks, user training and enablement