Deepanshu Jain

At Springer Capital, I research and document DevOps, cloud, and infrastructure practices to support engineering initiatives. I work asynchronously with a remote team, tracking tasks through to closure.

I built Reality, a read-only CLI auditor that reconciles Terraform-declared infrastructure with AWS observations. It also analyzes blast radius for resources and exported Terraform plans without making mutating AWS calls.

For a rapid delivery system project, I designed a multi-warehouse backend with FastAPI microservices, Redis, and OpenSearch. I provisioned AWS infrastructure with Terraform and deployed to k3s through a GitHub Actions CI/CD workflow.

I also automated an AutoML workflow where an n8n-orchestrated planner turns natural-language instructions into a training plan run by a FastAPI ML engine. The workflow compares scikit-learn models and returns metrics, plots, an HTML report, and the best model.