James Mchugh
Software Engineer at Booz Allen Hamilton
Hagerstown, Maryland, United States
Summary
👤
Senior🎓
Top SchoolJames Mchugh is a software engineer with nine years of experience building distributed systems that operationalize AI/ML, currently at Booz Allen Hamilton in Hagerstown, MD. He designs modular, data-agnostic pipelines and containerized microservice architectures to accelerate cyber analytics and enable edge-based detection and hunting. His work spans practical ML—random-forest gender prediction, hierarchical theme classification on social text, and a tied-weight autoencoder for time-series change-point detection—paired with engineering craftsmanship such as PEP8-compliant Python packages and SIGMA-to-Python rule translation. Comfortable conveying complex technical concepts to diverse customers, he blends hands-on development with product-facing demo and engagement experience. An engineer trained in computer engineering (Temple University, BS, 3.68 GPA), he quietly balances deep data-science techniques with pragmatic systems design.
9 years of coding experience
Bachelor of Science - BS, Computer Engineering, 3.68, Bachelor of Science - BS, Computer Engineering, 3.68 at Temple University
English
Stackoverflow
1,014reputation
47kreached
21answers
15questions
Github Skills (200)
python10
bitnami10
rest-api10
k8s10
django10
charts10
api10
rest10
helm10
kubelet10
k3d10
kubernetes10
k3s10
go10
aio10
Programming languages (11)
Github contributions (5)
avisingh599/imitation-dagger
Dec 2017 - Jun 2024
[Reimplementation Ross et al 2011] An implementation of DAGGER using ConvNets for driving from pixels.
Contributions:2 PRs, 2 comments in 6 years 7 months
pytorchdaggerdeep-learningcomputer-visionpixels
james-mchugh/passgan
Nov 2019 - Jan 2023
Contributions:12 commits, 12 pushes, 1 branch in 3 years 2 months
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