Architects and operates the cloud, big-data, and ML platform for Inceptio's overseas autonomous-driving program in Singapore, building petabyte-scale ingestion and pipelines for camera/LiDAR/radar fleet data plus MLOps (GPU training, orchestration, CI/CD). Core stack: AWS/GCP/Azure, Spark/Flink/Kafka, Kubernetes, Terraform, Python and Go/Java/Scala.
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