DataStream Analytics · 2024
DataStream — AWS Cloud Migration
Migrated a legacy on-premise data platform to AWS with zero downtime, reducing infrastructure costs by 42% and enabling auto-scaling.
Example client: LaunchPad SaaS · Service: Cloud & DevOps
Rebuilt the entire deployment pipeline for a SaaS product, reducing deploy times from 45 minutes to 4 minutes with automated testing and rollback.
Modelled outcomes — the targets we would set and track for a project of this shape.
LaunchPad's deployment process was a manual nightmare: SSH into servers, pull code, run migrations, restart services. Deploys took 45 minutes, happened only twice a week, and frequently caused incidents. There were no automated tests or rollback procedures.
We implemented GitHub Actions CI/CD with automated linting, unit tests, integration tests, and security scanning. Docker containers ensure environment parity. Deploys to staging are automatic on PR merge; production deploys require one-click approval with automatic rollback on health check failures.
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