• Develop OPTICS & DBSCAN Unsupervised Clustering models on cryptocurrencies and equities in search of cointegrated pairso Build classes for retrieving and cleaning financial time-series; build data pipelines; Principal Component Analysis;o Build scripts for cointegration, hurst exponent, half-life, and mean-crossings tests; data visualization with t-SNE• Recurrent Neural Network LSTM AutoEncoder model to forecast N-day ahead time-series spread of cointegrated… Show more • Develop OPTICS & DBSCAN Unsupervised Clustering models on cryptocurrencies and equities in search of cointegrated pairso Build classes for retrieving and cleaning financial time-series; build data pipelines; Principal Component Analysis;o Build scripts for cointegration, hurst exponent, half-life, and mean-crossings tests; data visualization with t-SNE• Recurrent Neural Network LSTM AutoEncoder model to forecast N-day ahead time-series spread of cointegrated pairso Hyperparameter tuning; summary statistic calculations of forecasted time-series values• Use of the two above models to build a partially supervised pairs trading model based on forecasts of the RNN model• Model asset pairs with OU, Exponential OU, and CIR stochastic processes with optimal entry/exit points Show less

 Write, test, and deploy efficient, scalable code/pipelines to production that impacts millions of SoFi members Design, develop, code, and test software systems, improvements, products, and user-facing experiences Work with multiple languages: Python, SQL, C++, Airflow, dbt, Snowflake, Tableau Part of Risk Data Hub Team which centralizes data, establishes a data dictionary, and promote reporting performance

Souk is a start-up social venture company that works to sell artisanal Moroccan products directly from Moroccan artisans to American consumers. This company aims to support Moroccan artisans and women through employment and bringing their products to the international market. This company recently participated in the 2021 Seattle Pacific University Social Venture Competition and won the grand prize of $5,000.As the CFO of Souk, I organize all costs, build budgets, and create… Show more Souk is a start-up social venture company that works to sell artisanal Moroccan products directly from Moroccan artisans to American consumers. This company aims to support Moroccan artisans and women through employment and bringing their products to the international market. This company recently participated in the 2021 Seattle Pacific University Social Venture Competition and won the grand prize of $5,000.As the CFO of Souk, I organize all costs, build budgets, and create forecasted financial statements. Show less

At this internship I:- Prepared Individual, Entity, and Estate Tax Returns- Worked on Audit Documentation- Conducted Tax Research- Learned various Accounting Softwares