Letter Frequency


This letter frequency dashboard was created for a group of students working on a cryptography assgnment. Their task was to crack the code and decrypt the secret message.


Compute the conditional probability of a letter based on word length


A list of English words was downloaded from the internet. Then, I used Tableau public to develop and host the dashboard.


This dashboard allowed them to see patterns in the code quickly by using the conditional probability of a letter based on word length.

Featured Works

This is a collection of professional and passion projects. Since my interests include a wide range of subjects from data science to public education, you will find a plethora of projects to read about.

IL School Financials

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Pilot Light Foundation

Custom website development.

IL Teaching Diversity

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Chicago Crime

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Delta Historical Society

Migration to Wordpress.

Letter Frequency

Data visualization project.