Experience translating business, policy or operational requirements into analytical specifications, model logic, indicators, rules or measurable riskhypotheses.
MLOps/AIOps Platform Engineering: Design and implement reusable platform components and golden paths for experiment tracking, model registry, pipeline orchestration, deployment, monitoring, feedback and retraining using Databricks, MLflow and approved AWS services.
Hands-on AWS data engineering experience with a relevant mix of S3, Glue, Lake Formation, IAM, KMS, Lambda, Step Functions, Event Bridge, CloudWatch, Redshift and MSK/Kinesis.
Agentic AI Architecture: Design the end-to-end architecture for FAM agentic AI solutions, including agent orchestration, workflow design, state management, tool integration, human approval points and system interactions, using suitable frameworks such as LangGraph or CrewAI. Architecture decisions are subject to consultation with DSAD’s Platform Team.
Livestream Operations: Coordinate live streaming schedules, product lineups, and host/creator arrangement for platforms like Shopee, Lazada & TikTok Shop.
Operate and recover Kubernetes control planes carrying live tenant workload, including etcd state, certificate rotation, failed upgrades and corrupted resources.