Data Portfolio

DATA ENGINEERING|ANALYTICS

ETL and Analysis

Blue Witness

Human Rights First is an independent advocacy and action organization that challenges America to live up to its ideals. We believe American leadership is essential in the global struggle for human rights, so we press the U.S. government and private companies to respect human rights and the rule of law. When they fail, we step in to demand reform, accountability, and justice. Around the world, we work where we can best harness American influence to secure core freedoms.

Machine Learning and UX

Air B&B Predictor

Our Airbnb app will return the optimal price for listings based on specific features such as location, property type, review rating score, host verification, bedrooms/bathrooms, amenities, accommodations, etc. It solves the problem by predicting how certain features affect the price of a listing.

Data Analysis

Kansas City BBB

I was commissioned to explore and discover economic patterns related to business firms across the United States. After uncovering trends in the data, I visualized them to incorporate into the team’s grant proposal to explain why specific demographics needed more grant funding compared to others.

Natural Language Processing and
Predictive Modeling

Twit-Off

I created a web application that compares Twitter users’ history and determines if a tweet is most likely to be written by Twitter user a or Twitter user b.

Machine Learning and Predictive Modeling

Kickstarter Predictions

Our Kickstarter success predictor app is a binary predictor model that determines if a Kickstarter campaign will succeed based on the features. This app utilizes a RandomForest classifier model to make predictions.

Data Analysis

COVID Employment Fallout

Millions of Americans made difficult decisions following the economic fallout of COVID-19. Between the most controversial presidential election of all time and mass protest for racial equality, the short-term effects of the year 2020 were quite evident…

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