Koushik Das

I am a cloud architect and machine learning engineer with hands-on experience designing production-grade AWS architectures, MLOps pipelines, and GenAI solutions that reduce manual effort and improve system reliability. I have delivered end-to-end systems—spanning discovery, containerization, IaC, CI/CD, and ML deployment—while collaborating with cross-functional teams to translate ambiguous requirements into production-ready designs.

My work includes architecting an agentic GenAI re-platforming automation that cut manual discovery and containerization effort by 70%, building large-scale sentiment-analysis ML pipelines with 30x throughput improvements, and creating observability tooling for Redshift to reduce investigation time by ~30–40%. I prioritize scalable, secure, and efficient systems engineering and continuous improvement across ML lifecycle and cloud infrastructure.