Josh Montague
Senior Software Engineer at TrainingPeaks
Denver, Colorado, United States
Summary
👤
Senior🎓
Top SchoolJosh Montague is a senior software engineer and data scientist with 13 years of experience building data-driven products and machine learning platforms, currently helping athletes and coaches at TrainingPeaks. He spent a decade-plus at Twitter shaping ML infrastructure and observability, moving models from research to production while leading cross-functional teams and mentoring peers. His background spans streaming and batch analytics from Gnip to large-scale platform work at Cortex, showing strength in optimizing data flows across the ML lifecycle. A Ph.D.-trained researcher turned practitioner, he pairs rigorous experimental thinking with product-focused engineering. He also contributes educational Jupyter notebook tutorials for newcomers to programming, statistics, and ML, reflecting a habit of turning complex ideas into accessible learning artifacts.
13 years of coding experience
15 years of employment as a software developer
Ph.D., Ph.D. at University of Colorado at BoulderBA, BA at Colby College
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (5)
jupyter-notebook10
ipython10
python10
machine-learning9
statistics9
Programming languages (4)
Github contributions (5)
DrSkippy/Data-Science-45min-Intros
Sep 2013 - Apr 2017
Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques
Role in this project:
Data Scientist
Data ScientistContributions:104 commits, 11 PRs in 3 years 7 months
Contributions summary:Josh appears to be working on Ipython notebook presentations focused on getting started with basic programming, statistics, and machine learning techniques. They made multiple small changes, mostly correcting typos in a Jupyter Notebook. The edits involve the addition of content, focused on mathematical concepts. They also added in the code for a new tutorial.
techniquesstatisticspythondata-sciencejupyter-notebook
jrmontag/co-covid-ww
Nov 2022 - Jul 2024
A JSON data API for querying Colorado's COVID-19 Wastewater data
Contributions:1 review, 15 PRs, 44 pushes in 1 year 8 months
apiqueryingwastewaterrestfulcolorado
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