Leads HTX's AI Data Engineering function, guiding a team to build data pipelines, data solutions, and governance/security protocols that power AI products for Singapore's public safety and Home Team operations. Core tech spans cloud data platforms (AWS/Azure/GCP, Redshift, BigQuery, Snowflake, Databricks), big data tools (Spark, Kafka, Flink), ETL frameworks, SQL/Python, Kubernetes, Docker, and CI
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