Experience

Armorblox (now part of Cisco)

• United States
• Software Development
• 1 - 100 Employee

• Jr. Data Analyst

  • Mar 2022 - Present



Springboard

• United States
• E-Learning Providers
• 700 & Above Employee

• Data Science Career Track - Student

  • Mar 2021 - Jul 2021

  Speed Dating Match Predictions Project • Analyzed the importance and visualized trends of over 130 unique features in determining what participants valued when searching for potential partners. • Constructed 4 types of machine learning models to predict whether or not two individuals would match in speed dating events based on demographic information, ratings on 6 attributes, and answers to personal questions. • Increased the accuracy of the best performing model by 9.4% through use of hyperparameter tuning, resulting in a final score of 94% with perfect recall of 1. Global Videogame Sales Analysis Project • Performed customer segmentation based on regional preferences by analyzing the top 100 video games ranked by sales in North America, Europe, Japan, and all other regions respectively. • Created meaningful data visualizations with 3 unique visualization tools to illustrate and compare characteristics of the best performing types of games in each region within each feature. • Built 4 multiple linear regression models to predict video game sales with feature engineering. 550+ hours of hands-on course material, with 1:1 industry expert mentor oversight. Mastered skills in Python, SQL, data analysis, data visualization, hypothesis testing, and machine learning. Show less



Salesforce

• United States
• Software Development
• 700 & Above Employee

• Demo Team Intern

  • Jun 2015 - Sep 2015

  • Supported the creation of data visualizations of keynote presentations to highlight the effectiveness of Salesforce applications for B2C sales and marketing. • Collaborated with team members within technical product marketing to draft immersive customer stories to inspire and increase audience engagement during demos. • Designed presentations to support employee engagement and team building activities including creating a short film to showcase the Demo Team’s recent tour in Europe. • Supported the creation of data visualizations of keynote presentations to highlight the effectiveness of Salesforce applications for B2C sales and marketing. • Collaborated with team members within technical product marketing to draft immersive customer stories to inspire and increase audience engagement during demos. • Designed presentations to support employee engagement and team building activities including creating a short film to showcase the Demo Team’s recent tour in Europe.