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Quant Developer, Trading Algorithms and API Integrations
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Data Scientist, ALM Treasury
BNP Paribas
Mar 2018 - Sep 2021 • 3 yrs 6 mos
Quantitative modelling and data science for asset and liability management. Built an econometric model to predict mortgage loan prepayment, and a model replicating client rates against financial assets to lock down margin. Implemented the Vasicek interest rate model in C++. Built a news sentiment classifier using BERT and recurrent neural networks, then a second RNN combining that sentiment with structured data to predict interest rates. Created a Dash dashboard in Python to upload and visualise data, check for corrupted datapoints and build predictive models.