Collin Prather
Senior Software Engineer, ML at Splice
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.
9 years of coding experience
7 years of employment as a software developer
BS Mathematics, BS Mathematics at Cornerstone UniversityMaster of Science - MS Data Science, Master of Science - MS Data Science at University of San Francisco Master of Science in Data Science and Artificial Intelligence
Stackoverflow
1reputation
0reached
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Github Skills (44)
reinforcement-learning9
lstm-neural-networks9
sagemaker9
recurrent-neural-networks9
aws9
motion-capture9
jupyter-notebook9
streamlit8
deep-learning8
amazon-sagemaker8
anatomy8
inference8
machine-learning8
survival-analysis8
kinetics8
Programming languages (4)
Github contributions (5)
collinprather/streamlit-docker
Feb 2020 - May 2021
Bare bones use-case for deploying a containerized web app (built in streamlit) on AWS.
Contributions:13 commits, 10 pushes, 2 branches in 1 year 2 months
awsstreamlit
collinprather/Big-Data-Ignite-2018
Jul 2018 - Oct 2018
Contributions:64 commits, 29 pushes in 3 months
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