Matthew Lane
AI Engineer at Oak Ridge National Laboratory
Knoxville, Tennessee, United States
Summary
👤
Senior🎓
Top SchoolMatthew Lane is an AI Engineer and PhD researcher with a decade of software experience bridging full-stack development and network-focused computational biology. He combines practical production work—React/Node/Scala on AWS at Bayer and AI engineering at Pilot Company—with academic research on network perturbation, Markovian processes, and network generation at Oak Ridge National Laboratory. A seasoned educator, he has taught multiple undergraduate CS courses and mentored data-competition teams, bringing clear communication and pedagogy to complex engineering problems. His background in biology and philosophy informs a multidisciplinary approach to modeling living systems and interpreting noisy data, and he’s equally at home tuning production pipelines or prototyping novel network analysis methods.
10 years of coding experience
4 years of employment as a software developer
Master of Science (MS) Computer Science, Master of Science (MS) Computer Science at University of Missouri-Saint LouisUniversity of Missouri
Github Skills (57)
nvidia9
kaggle8
cuda8
cuml8
gpu8
machine-learning-algorithms8
machine-learning8
r8
random-walk7
data-mining7
peak-detection7
bioconductor7
lightgbm7
classification7
python7
Programming languages (7)
Github contributions (5)
LaneMatthewJ/lanematthewj.github.io
Jun 2016 - Sep 2022
Contributions:66 pushes in 6 years 4 months
simple-websitebeautiful-jekylljekylljekyll-thememinutes
LaneMatthewJ/RandomWalkRestartMH
Aug 2021 - Apr 2025
A package to perform Random Walk with Restart on different types of networks
Contributions:4 PRs, 13 pushes, 2 branches in 3 years 8 months
random-walkwalk
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