Data Science Analyst

ANDREW ARMSTRONG

Dallas, TX *****

********@*****.***

716-***-****

Professional Summary

Detail-oriented data analyst with hands-on internship experience in data integrity, analytics, and reporting using Excel, SQL, and Python. Skilled in developing dashboards, streamlining data processes, and delivering actionable insights through data visualizations. Pursuing a Master’s in Data Science and holds a Bachelor’s in Mathematics, with proven ability to collaborate across teams and manage large datasets with precision.

Work Experience

Football Analyst

Southern Methodist University-Dallas, TX

August 2025 to Present

• Analyzed scouting and player performance data using R and data visualization tools to support decision- making

• Delivered actionable insights and visual reports to coaching staff, enhancing strategies and preparation

• Collaborated with colleagues to collect and structure data for reporting and analysis purposes Data Integrity Specialist Intern

Ingram Micro-Buffalo, NY

June 2025 to August 2025

• Developed and maintained Excel spreadsheets and dashboards to generate accurate quotes and ensure data integrity across multiple sources

• Utilized Python, Excel, and Xvantage software to streamline sales data, supporting the creation and modification of internal tools

• Audited, compiled, and validated data to resolve client inquiries and deliver actionable insights to business teams

• Presented data quality reports and business solutions to clients, demonstrating meticulous attention to detail and a collaborative, team-oriented approach Baseball Analyst

University of Richmond-Richmond, VA

January 2024 to May 2025

• Collaborated with team members to calculate and analyze team statistics using SQL and Excel for trend identification

• Developed and presented data visualizations in R and Python to communicate statistical findings to coaches and players

• Supported data collection and structuring efforts to inform decision-making and improve team performance

Data Analytics Intern

Exiger-Richmond, VA

June 2024 to August 2024

• Analyzed complex datasets in Excel, adjudicating and uploading data to DDIQ and RTIQ for business risk reporting and dashboard creation

• Collected, audited, and compiled data from third-party databases to support structured reporting and business intelligence solutions

• Generated and maintained reports for clients, ensuring high levels of data accuracy and attention to detail

• Collaborated with analytics teams to propose data-centric improvements and enhance reporting processes

Education

Applied Statistics (Masters of Data Science)

Southern Methodist University (SMU)-Dallas, TX

August 2025 to Present

Mathematics (Bachelor of Arts)

University of Richmond-Virginia, Free State

January 2021 to December 2025

Skills

• Excel

• SQL

• Data Visualization

• PowerBI

• Python

• R

• Tableau

• Matplotlib

• Data analysis

• Data modeling

• Data cleaning

• Data preparation

• Quarto

• AI Tools

• Database management

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