Don Chesworth
Software Engineer, Machine Learning at Meta
Fountain Valley, California, United States
Summary
👤
Senior🎓
Top SchoolDon Chesworth is a software engineer and machine learning specialist with 10 years of experience building containerized ML pipelines, distributed multi-GPU training, and model-serving microservices for production. He has led ML teams at Red Hat and currently contributes ML engineering for Meta Reality Labs, translating research models into scalable Kubernetes-deployed services. Don blends data science and DevOps—automating MLflow tracking, Spark ETLs, TorchServe deployments, and CI/CD for reproducible model delivery—and has built utility libraries (dask-quik, pytorch-quik) to simplify switching between CPU/GPU stacks. Trained in systems engineering and data science, he also brings unusual cross-domain experience in large-scale program coordination and nonprofit leadership, which informs his pragmatic approach to productizing ML. Based in Fountain Valley, CA, he favors practical infrastructure that accelerates Data Scientists’ productivity and helps turn prototypes into reliable production systems.
10 years of coding experience
11 years of employment as a software developer
Fairport High SchoolMaster of Divinity - MDiv, Master of Divinity - MDiv at Princeton Theological SeminaryBachelor of Science - BS, Systems Engineering, with Distinction, Bachelor of Science - BS, Systems Engineering, with Distinction at University of Virginia
Spanish
Stackoverflow
91reputation
52kreached
2answers
0questions
Github Skills (35)
shiny10
rstudio10
r9
reactive9
web-development9
wireless7
cpu7
dbi7
zwave7
serve7
optimization6
argparse6
wave6
python6
command-line-arguments6
Programming languages (4)
Github contributions (5)
donchesworth/ggquik
Nov 2017 - Feb 2021
Contributions:1 release, 32 pushes, 1 branch in 3 years 3 months
donchesworth/pytorch-quik
Mar 2021 - Jun 2022
Contributions:139 pushes, 3 branches, 15 tags in 1 year 2 months
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