At Tech Mahindra, I architect modular AWS CDK infrastructure and Jenkins pipelines for AWS deployments. I also automated Generative AI infrastructure on AWS Bedrock, including Guardrails for safety, content filtering, PII redaction, and regulatory compliance.
At M2PFintech, I scaled Kubernetes clusters across AWS, Azure, OCI, and GCP, contributing to a 15% improvement in cost efficiency. I also engineered a self-service MLOps platform with Airflow, MLflow, and Flowise, accelerating ML pipeline deployments by 30%.

