John Odonnell
Senior Data Scientist | MBA
- Role
- Data Scientist Iii at ClassPass
- Location
- Dallas-Fort Worth, TX, US
- LinkedIn followers
- 500 followers
About John Odonnell
As a product focused Data Scientist at Mindbody + ClassPass I am responsible for the experiments and data models that drive initiatives across our business. Working closely with PMs, I provide the data driven insights required to inform big decisions. These tasks include experimentation design and interpretation, quasi-experimentation, writing complex SQL queries, statistical analysis in Python, as well as building interpretable/actionable ML models around user behavior.Prior to ClassPass I worked in the Oil & Gas industry where I applied statistical methods and ML to derive meaningful insights from large, disparate, multi-disciplinary datasets. My focus was to better understand the drivers of hydrocarbon production, estimate well to well interference, and quantify the influence of varying geological environments on well performance. These insights influenced our development strategy and improved the productivity of our capital. My work included supervised learning (random forest, linear regression) and unsupervised learning (clustering), as well as intuitive data visualization!I enjoy exploring complex problems and leveraging statistical methods to communicate actionable insights to non-technical audiences. I have 5+ years experience with Python and SQL spanning from my experience in graduate school to present. Other tools include- Version Control (Git)- Web Scraping/Crawling (Scrapy)For more insight into my experience please see my project page below where I walk through several personal projects highlighting not only technical aspects but presentation and storytelling!
Experience
Data Scientist Iii
Mar 2023 — Present
Education
Texas A&M University
Bachelor of Science (B.S.), Geological and Earth Sciences/Geosciences
2012 — 2016
The University of Texas at Arlington
Master of Science - MS, Petroleum Geoscience
2016
The University of Texas at Dallas
Master of Business Administration (M.B.A.)
2017 — 2018
Flatiron School
Data Science
2021
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