Byron Washington
About
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Data Analyst skilled in Statistical Modeling and Data Visualization
Manassas, Virginia, United States
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Résumé
Jobs
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Data AnalystREI SystemsJun 2025 - Aug 2025 (3 months)• Cleaned and parsed over 10,000 raw customer support conversations into structured data using Excel and Python.
• Applied topic modeling techniques to group tickets by issue type, identifying the top 5 recurring problems on SAM.gov.
• Presented analytical findings to the team, leading to website improvements that effectively reduced overall ticket volume.
Education
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- Bachelor of Science, Esports Co-captainGEORGE MASON UNIVERSITYJan 2023 - Jul 2026 (3 years 7 months)
- Associate of Science, Computational ScienceNorthern Virginia Community CollegeJan 2020 - Jan 2022 (2 years 1 month)
Projects (professional or personal)
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- WWeather and Download Speed AnalysisAug 2025 - Dec 2025 (5 months)Analyzed the statistical significance of the weather’s effect on download speeds in Northern Virginia and proved that weather is not a reliable predictor of download speeds.
- MML Model DatabaseApr 2025 - May 2025 (2 months)Created a MySQL database that acts as a machine learning model database. I then found insights based on the mock data given to it.
- BBike Rental Prediction ModelJan 2025 - May 2025 (5 months)Built a model that forecasts bike rental demand using primarily weather and some time-based features.
- LLoL Champion AnalysisNov 2024Explored League of Legends champion data from patch 14.19 to find which champions will be the easiest to pick up and win games.