At Morgan Stanley's asset management arm, I built the normalization pipeline using Kafka, DynamoDB, and an S3 export/archive job on the service that turns raw broker offers (RFQs and IOIs) into clean data for the portfolio managers making muni bond buy decisions. It ran at ~2M offers and 60K CUSIPs a day.
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