Clayton Yochum
Machine Learning Engineer at Abridge
Salt Lake City, Utah, United States
Summary
👤
Senior🎓
Top SchoolClayton Yochum is a Machine Learning Engineer with 11 years of hands-on experience spanning data engineering, data science, and ML, currently building models and systems at Abridge from Salt Lake City. He has a track record of turning ambiguous problems into production systems—examples include an ML-powered trading platform for a hedge fund, restructuring billions of IoT rows, and processing billions of GPS pings to detect fraud. Comfortable in small teams, Clayton excels where autonomy and rapid iteration are valued and has repeatedly built capabilities from scratch to scale. He blends software engineering rigor with data-science instincts—“software engineer masquerading as a data scientist” captures his pragmatic, cross-disciplinary approach. His background ranges from research labs and BI roles to staff-level engineering, giving him both product sensibility and deep operational experience with large datasets.
11 years of coding experience
8 years of employment as a software developer
Bachelor of Science - BS, Bachelor of Science - BS at Michigan Technological University
Github Skills (194)
dependency-management10
python10
r10
python-packaging10
data-storage10
dependency-manager10
arxiv10
packaging10
tablet10
resampling9
whisper9
dplyr9
tidy9
regular-expression9
xts9
Programming languages (12)
Github contributions (5)
MethodsConsultants/pedagogy
Jul 2017 - Dec 2018
A collection of internal presentations at Methods Consultants
Contributions:11 PRs, 16 pushes, 12 branches in 1 year 5 months
internal
ClaytonJY/resume
May 2015 - Feb 2026
Contributions:14 pushes, 2 branches in 10 years 10 months
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