Strong experience in Python, microservices architecture, PySpark, and distributed data processing. Hands-on expertise with AWS cloud services-particularly Glue, EMR, SageMaker, Lambda, Step Functions, S3, MongoDB, RDS. Experience with Kafka or other event streaming technologies. Solid understanding of data modelling, feature stores, and ML pipeline orchestration. Understanding of ML lifecycle concepts: model training, evaluation, deployment, and monitoring. CICD experience with GitLab, IaC (Terraform/CloudFormation), Docker.
