Developed Python-based optimisation solutions for AWS ECS-hosted Flask orchestration services with 100% Pytest coverage.

• Designed priority-based routing algorithms improving aircraft Line Replaceable Unit (LRU) processing efficiency.

• Built automated validation frameworks for hardware configuration checks and recovery workflows.

• Delivered MariaDB schema enhancements and automated migration validation using Python scripts.

• Created diagnostic tools to analyse production telemetry and improve system reliability.

• Designed automated testing environments supporting end-to-end service validation.

• Created AWS CloudFormation templates for automated infrastructure provisioning.

• Developed Docker-based automation environments for scalable test execution.

• Built Python and Pytest functional testing frameworks for critical workflows.

• Implemented AWS Lambda-based automated environment cleanup processes.

• Designed AWS-based capacity testing infrastructure using Python automation and workload simulation.

• Developed Infrastructure-as-Code solutions using AWS CloudFormation.

• Enhanced OATS workflow coverage through expanded end-to-end automation testing.

• Implemented IAM security controls and Python compliance validation scripts.

• Optimised AWS ECS and Lambda configurations for scalable testing operations