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Lindy Castellaw_

Graduated October 2022

"The world is one big data problem" - Andrew McAfee

Phone: 830-255-3093

Description of my final project

Project Name: Videogame rating prediction

I analyzed over 200,000 games from IGDB and investigated the best user-rated games and what makes them so successful. I trained classification models on games with ratings to identify what features correlate with a higher rating label (Awful - Superb). The best-performing model was Random Forest with a max depth of 21, and in the end, I was able to improve our model performance by 32%

Hire me because:

An ambitious data scientist with a desire to learn new skills while striving to improve data analyzing techniques. I am comfortable both working with data as well as presenting it. I thrive when challenged and can solve problems under pressure. I am fascinated by technology and extremely eager to learn from it.

Complete the following sentence: “In Data Science, I am most passionate about _____________”

using machine learning to put insight into action.

Work Location Desired

San Antonio, Texas

Please give us three words that describe your best professional qualities.

Resilient, hard working and adaptable

What three words describe the role where you’ll do best?

Machine learning, feature engineering, collaborative