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  • šŸ‘‹ Hi, Iā€™m @echoqshen
  • šŸ‘€ Iā€™m interested in learning all sorts of tricks to make things easier at work.
  • šŸŒ± Iā€™m currently learning R, Tableau, and Python of course, such a beautiful language, I am constantly amazed by it!
  • šŸ’žļø Iā€™m looking to collaborate on: still thinking...
  • šŸ“« How to reach me? Well, echoqshen at gmail is the best way so far :)

Echo Q. Shen's Projects

amazon_vine_analysis icon amazon_vine_analysis

We used PySpark to perform the ETL process to extract and transform the data, connect to an AWS RDS instance, load the transformed data into pgAdmin and calculate different metrics

bikesharing_visulization icon bikesharing_visulization

present a solid business proposal to key stakeholders with a review of a bike trip analysis for NYC using Tableau and present it to key stakeholders for a bike trip analysis

credit_risk_analysis icon credit_risk_analysis

Use different techniques to train and evaluate different machine learning models to predict credit risk with unbalanced classes

final_project icon final_project

To predict US unemployment rate, API call to scrape data, store on AWS RDS, link to PostgraSQL, 3 ML models to train and test, JavaScript and D3 library to visualize results

mechacar_statistical_analysis icon mechacar_statistical_analysis

Use R to analyze metrics that can affect the manufacturing a new car prototype and compare vehicle performance across different manufacturer lots.

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