Kate Bade | Portfolio

¡Hola, soy Kate!

Originally from Boston, USA. Now based in Madrid, Spain.

Data Scientist with a love for solving complex data puzzles. Can't wait to meet you!

View my resume here.

Technical Skills

Languages

Python | SQL | R | Git

Libraries

Development Environments

Additional Knowledge

Recent Projects

Airbus Fuel Leak Prediction

Master's capstone project for Airbus on predicting fuel leakages in aircraft. Successfully defended with honors.

GitHub Repo Final Report

Split Payments App

After a trip with friends where we ran out of entries on the free version of Splitwise, I wrote my own payments app in Python and deployed it for easy cost sharing with friends.

GitHub Repo Deployed App

Bike Rental Predictions

An app that provides (1) important data insights, (2) a predictive model for bike rentals by hour, (3) model performance insights, (4) business recommendations, and (5) a simulator that accepts user input and predicts the number of bike rentals.

GitHub Repo Deployed App

Deloitte Sales Predictions

A case study from Deloitte. Analyzed sales data in Python, trained a machine learning model to predict sales, and created presentation of results.

GitHub Repo Presentation

Number Predictor

After winning a Neural Networks workshop hosted by Google Developer Student Clubs, a classmate and I built a neural network without ML libraries that accepts a hand-drawn number and predicts which number is depicted. We also remade the project using TensorFlow.

GitHub Repo Deployed App

OpenAI Teaching Assistant

Proof of concept for an AI Teaching Assistant; my idea centered around using artificial intelligence to hyperpersonalize content and teaching techniques, to power interactive and adaptive case studies, and to mediate many small-group debates at once.

GitHub Repo Deployed App