A retail company generates a continuous clickstream of user events (roughly 50,000 events per second) that must be captured and stored in Amazon S3 for later batch feature engineering and model training. The data science team wants a fully managed ingestion path that requires minimal operational overhead, automatically buffers and delivers records to S3, and can convert incoming JSON records to Apache Parquet before landing them. Which approach best meets these requirements?