Matthew Barlowe
Manager, Hockey Systems at Buffalo Sabres
Richmond, Virginia, United States
Summary
👤
Senior🎓
Top SchoolMatthew Barlowe is a data engineer and sports analytics specialist with nine years of experience building production data pipelines and analytical systems for professional sports organizations and finance. Currently serving as Hockey Operations Data Engineer for the Buffalo Sabres, he combines Python- and R-driven analysis with SQL database design to turn tracking and play-by-play data into actionable insights. His background includes converting legacy systems to Python, implementing TDD and serverless ETL on Azure, and presenting analytics work at Wharton and RIT—highlighting both technical rigor and communication skills. Matthew began as an English major and runs a former analytics site, which reflects his knack for storytelling with data and publishing technical tutorials. He’s particularly focused on sports data pipelines and occasionally experiments with model building, bringing a practical engineer’s mindset to advanced analytics problems.
9 years of coding experience
7 years of employment as a software developer
B. A. English, B. A. English at Appalachian State UniversityNanodegree Data Analyst, Nanodegree Data Analyst at Udacity
English, Spanish
Stackoverflow
2,300reputation
118kreached
94answers
7questions
python
top-5%
Github Skills (27)
scrape10
scraper10
nba-api10
python9
statistics8
pandas-dataframe8
backend7
jupyter-notebook6
macos6
multi-index6
google-colaboratory6
scikit-learn6
machine-learning6
dataframe6
pandas6
Programming languages (5)
Github contributions (5)
mcbarlowe/seventhmanapi
Jun 2019 - Jan 2021
This is the repository for the API backend of theseventhman.net
Contributions:63 commits, 66 pushes, 4 branches in 1 year 7 months
backend
mcbarlowe/nba_parser
Mar 2020 - Jun 2021
A package to parse NBA play by play pandas dataframes and calculate statistics
Contributions:39 commits, 2 PRs, 37 pushes in 1 year 2 months
pandas-dataframestatistics
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