Julie Barton
Summary
Recent Data Science graduate with experience in Python, R, Java, Julia, SQL, Tableau, Microsoft Applications, machine learning, and statistical modeling. Passionate about sports analytics, data visualization, and transforming data into actionable insights.
Overview
6
6
years of professional experience
Work History
Bartender/Server/Beverage Cart
Kemper Sports
03.2023 - Current
- Deliver exceptional customer service to 100+ golfers daily during day-to-day operations, tournaments, and special events. Always ensure efficient service and positive guest experience while serving food and beverages both at the bar, table service, and on the beverage cart.
Lift Operator/Ticket Scanner
Vail Resorts
12.2022 - Current
- Create an experience of a lifetime for thousands of guests on the mountain while operating the lift and validating tickets as people get onto the lift.
- Verified tickets and answered any questions guests had about the mountain.
- Maintained safety while working in outdoor winter conditions.
Ticket Scanner
Preakness Stakes
05.2023 - 05.2023
- Created an atmosphere that ensured guests had a good experience while checking tickets as they arrived at the venue.
Ticket Sales
MLB
06.2022 - 09.2022
- Delivered excellent customer service while selling tickets and ensuring baseball fans were satisfied with their seating arrangements.
Barista
Starbucks
11.2020 - 05.2022
- Presented excellent customer service by responding to all customer needs and maintaining good customer connections. Maintained positive energy while keeping up with efficient and accurate drink-making.
Education
Bachelor of Science - Data Science, Minor in Business, Minor in Mathematics
Mount St. Mary's University
Emmitsburg05.2026
Skills
- Time Management
- Problem Solving
- Attention to Detail
- Organization
- Communication
- Customer Service
- Python
- R
- SQL
- Java
- Tableau
- Microsoft Excel
- Data Visualization
- Machine Learning
Affiliations
- Young Life Leader & Club President
- Snowboarding
- Social Media for Liberty Mountain Lift Operations
- High School Boys Soccer Manager
- Data Science Club
- Women in Business Club
- Cyber Defense Club
Accomplishments
- Built an automated R pipeline integrating NHL performance metrics from MoneyPuck with live betting odds from The Odds API. Cleaned and merged multi-season datasets to analyze team strength and market-implied probabilities using advanced hockey statistics such as xG and Corsi. Automated daily updates and dashboard refreshes using GitHub Actions to enable real-time sports analytics tracking.
- Constructed a multi-season NHL dataset to analyze the relationship between salary cap allocation and team performance from 2021–2025. Applied multiple regression techniques controlling for coaching, market size, and advanced performance metrics to evaluate cap efficiency as a predictor of win percentage. Performed diagnostic testing including multicollinearity checks, heteroskedasticity tests, and model robustness validation.
- Analyzed 400+ global ski resorts to examine pricing differences across North America, Europe, and South America using regression and decision tree models. Engineered features such as vertical drop and slope density to identify key drivers of resort pricing while controlling for infrastructure and capacity. Conducted hypothesis testing and exploratory data analysis to evaluate regional pricing disparities and resort characteristics.
NHL Team Performance & Betting Odds Dashboard
NHL Salary Cap & Performance Analysis
Ski Resort Pricing & Market Analysis
Timeline
Ticket Scanner
Preakness Stakes
05.2023 - 05.2023
Bartender/Server/Beverage Cart
Kemper Sports
03.2023 - Current
Lift Operator/Ticket Scanner
Vail Resorts
12.2022 - Current
Ticket Sales
MLB
06.2022 - 09.2022
Barista
Starbucks
11.2020 - 05.2022
Bachelor of Science - Data Science, Minor in Business, Minor in Mathematics
Mount St. Mary's University