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Market Data Intern
TradeWeb•  June 2023 - August 2023
• Contributed to fixes by identifying discrepancies in iNAV’s price spread for 20 Asian ETFs with SQL. iNAV is a market data service that calculates ETF’s real time prices. • Modelled 2 datasets with SQL & Python for analysis in Excel to recognize key iNAV revenue sources. • Developed understanding on filling data gaps from 3+ data sources with SQL & Python to improve data quality. • Examined real-time price spread of 680 iShare ETF’s by utilizing Tableau to identify unexpected behaviour.
Education
The University of Manchester, Manchester
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