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Hi, Iā€™m Cindy

  • I work as a Data Scientist. I'm a creative problem-solver who thoroughly enjoys making sense of data and has the experience to prove it.

How I got here

  • šŸ•°ļø I have a background in business analytics, management consulting, and data science. I studied business and multidisciplinary liberal arts (essentially a little bit of everything like physics, econ, French, linear algebra, and the political economy of media), and recently completed my Masters degree in Quantitative Methods in the Social Sciences. I like learning Bayesian statistics (my culminating thesis used Bayesian methods and you can find the project in my Github), applying my learning, and remaining skeptical of AI snake oil.

šŸ”Ø Python, R (including building Shiny apps), SQL, Spark, Databricks, Tableau, VBA, Alteryx, Excel

Where to find me:

  • šŸ“« Reach out to me on:

LinkedIn https://linkedin.com/in/chencindyj

Cindy Chen's Projects

mortgage_approval_pandemic_analysis icon mortgage_approval_pandemic_analysis

Inspired by The Markup's investigative reporting into the Home Mortgage Disclosure Act, which reports all individual mortgage applications including characteristics like applicants' self-reported race, income, and loan amount, as well as the final approval/rejection decision, I wanted to explore the 2018 to 2020 data sets and understand how the pandemic may have affected approval rates.

pedestrian_crossing_prediction icon pedestrian_crossing_prediction

Use Recurrent Neural Networks to analyze annotated video sequences to predict pedestrian crossings in front of autonomous vehicles

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