Architected and operationalised production GenAI chatbots using AWS Bedrock (Claude foundation model), integrated with Amazon Cognito for auth, AgentCore Gateway for orchestration, and AWS Lambda for serverless compute. Deployed with MLOps workflows for continuous model lifecycle management.
Designed and implemented scalable, secure Azure infrastructure for IBC's Pactrak platform. Built automated Azure DevOps CI/CD pipelines for Node APIs and Angular applications. Integrated Wiz for CSPM, CodeRabbit AI for PR reviews, and AKS with IBM RabbitMQ.
Executed full migration from GitHub Organisation to GitHub Enterprise, integrated with Azure cloud. Managed HCP Terraform for IaC, Snowflake data warehouses, and IoT log integration (Fluentbit → Datadog). Established Business Central container environments with CI/CD pipelines.
Led TFS/Azure DevOps to GitLab migration for a team of 4. Designed HA AWS architecture. Auto-generated IaC templates using Amazon Q Developer. Integrated Katalon with GitLab for automated regression testing. Configured full DevSecOps monitoring.
Led AWS account migration for Disney+ UK, designing new cloud architecture and Spinnaker-based continuous delivery pipelines. Implemented Automation Release Management (ARM) with Snyk vulnerability scanning integrated into the pipeline.
Designed HA AWS architecture for MGIC and implemented MLOps workflows using Amazon SageMaker for model training, deployment and versioning, integrated with secure CI/CD pipelines. Delivered significant cloud cost optimisation across AWS services.