Oleg Pryadko
Python Developer - Machine Learning at Caterpillar Inc.
Vallejo, California, United States
Summary
👤
Senior🎓
Top SchoolOleg Pryadko is a seasoned Python developer with 15+ years building resilient, production-grade systems across enterprise security, gaming, e-commerce, and embedded devices. Currently focused on machine learning at Caterpillar, he has a track record of designing scalable simulators and automation that accelerated workflows by up to 10x and nearly eliminated regressions at Remediant/Netwrix. Comfortable in fast-paced remote teams and direct customer engagements, he blends deep systems-level Linux and embedded experience with modern web and microservice architectures. He led development of an in-house Python framework and delivered full-stack solutions from embedded Linux daemons to touch-screen UIs and ERP integrations. Known for tackling “impossible” goals, he also mentors teams, provides developer training, and has a history of shipping practical open-source and consulting work. Based in Vallejo, CA, he combines pragmatic engineering with a strong operational instinct for reliability under pressure.
15 years of coding experience
16 years of employment as a software developer
unfinished/ no degree Biology and Anthropology, unfinished/ no degree Biology and Anthropology at University of California, Riverside
Github Skills (12)
modx9
php9
modx-revolution9
content-management-system8
cnc-machine8
content-management8
3d-printer6
python6
csv4
dynamic-forms4
form-processing2
mailchimp2
Programming languages (3)
Github contributions (5)
yoleg/flysight2csv
Dec 2023 - Apr 2026
Find, copy, and convert FlySight 2 CSV files (SENSOR.CSV and TRACK.CSV).
Contributions:12 PRs, 63 pushes, 12 branches in 2 years 3 months
csv
yoleg/UserInfo
May 2011 - Oct 2013
Contributions:15 commits in 2 years 4 months
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