10+ years experience building, operating, and evolving large-scale production systems. Experience as a technical lead for teams working on distributed systems. Hands-on experience with big data technologies such as Kafka, Pulsar, Flink, or Pinot. Comfortable operating with high autonomy and ownership. Growth mindset and willingness to learn quickly. Strong written and verbal communication skills, including clear technical documentation.