Certificates of Completion

1. Developing on AWS

• Issued by: Trainocate

• Trainer: Talib Khan

• Course: AWS-DEV – Developing on AWS

• Date: 05 May 2025 – 09 May 2025

• What I Learned:

  • Hands-on with AWS SDK, DynamoDB, and S3 integration for backend applications.

  • Built fault-tolerant architectures using Elastic Beanstalk, CloudFormation, and SNS/SQS.

  • Deepened my understanding of IAM, environment separation, and secure service communication.

  • Crafted and deployed microservices in the cloud using CI/CD best practices.

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2. Machine Learning Engineering on AWS

• Issued by: Trainocate

• Trainer: Lalit Jhawar

• Course: AWS-MLE – Machine Learning Engineering on AWS

• Date: 14 July 2025 – 18 July 2025

• What I Learned:

  • Leveraged Amazon SageMaker to build, train, and deploy ML models.

  • Learned to prepare and preprocess large datasets with Glue and S3.

  • Integrated ML predictions directly into backend services for real-time intelligence.

  • Understood model explainability, monitoring, and retraining strategies.

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