propensity modelling , snowflake , Data Architecture, Personalization, Databricks, experiment tracking, model versioning, observability infrastructure, data contracts, ML lifecycle governance, ML CI/CD, NLQ design, enterprise AI observability, agentic workflows, LLM architecture, RAG, intelligent automation, Python-based AI engineering

data engineering , snowflake , Data Architecture, Databricks, Kafka, BigQuery, Data Warehousing, Orchestration, Gcp, Azure ML, AWS, Azure, Spark, Redshift, AI ML platform engineering, agentic frameworks, Airflow, big data ecosystems, cloud platforms, ML platforms, GenAI LLM tooling, Lakehouse, Vertex AI, MLflow, Kubeflow, vector databases, SageMaker, RAG frameworks, LLM orchestration, Databricks ML