In my previous experience at Morgan Stanley's asset management team, I built the normalization pipeline to process secondary market offers through FIX for counterparties using Kafka, DynamoDB, and an S3 export/archive job. This was for a pre order execution service that turns raw broker offers (RFQs and IOIs) into queryable time partitioned data for the portfolio managers on the muni bond buy side. It ran at ~2M offers and 60K CUSIPs a day and executed pipelines post trading hours.
| Certification | Issuer | Status |
|---|---|---|
| Bloomberg Market Concepts (BMC) | Bloomberg | In Progress |
| Fixed Income Fundamentals | Corporate Finance Institute (CFI) | Completed |
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