Collin Prather
Senior Data Scientist
Greater Indianapolis United States
Summary
👤
Senior🎓
Top SchoolCollin Prather is a Senior Data Scientist with eight years of experience blending mathematics, design sensibility, and practical engineering to build production-ready analytics and spatial data products. He has driven end-to-end data work at companies like iRobot—modeling ingestion pipelines, developing statistical models, and integrating them into user-facing APIs—and now applies that expertise at Splice. Trained with an MS in Data Science from the University of San Francisco and a BS in Mathematics, Collin is comfortable moving between research-grade techniques and robust software implementation. His background in design informs a user-centric approach to metrics and model evaluation, helping translate complex spatial and behavioral signals into actionable product features. Colleagues describe him as someone who reduces ambiguity quickly: equally at ease prototyping novel methods and hardening them for production.
8 years of coding experience
5 years of employment as a software developer
Master of Science - MS Data Science, Master of Science - MS Data Science at University of San Francisco Master of Science in Data ScienceBS Mathematics, BS Mathematics at Cornerstone University
Stackoverflow
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Github Skills (59)
jupyter-notebook10
amazon10
jupyter9
reinforcement-learning9
machine-learning-models9
sagemaker9
inference9
survival-analysis9
aws9
motion-capture9
python8
deep-learning8
amazon-sagemaker8
taps8
recurrent-neural-networks8
Programming languages (4)
Github contributions (5)
collinprather/tap-sleeper
Feb 2022 - Mar 2022
Singer Tap for the sleeper API built with the Meltano SDK. 🏈
Contributions:9 releases, 26 commits, 13 PRs in 1 month
collinprather/Big-Data-Ignite-2018
Jul 2018 - Oct 2018
Contributions:64 commits, 29 pushes in 3 months
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