Justin Davis
Graduate Research Assistant
California, United States
Summary
👤
Senior🎓
Top SchoolJustin Davis is a PhD student and graduate research assistant at the Colorado School of Mines with nine years of engineering experience focused on embedded and autonomous systems, computer vision, and hardware-accelerated machine learning. He designs and evaluates multi-accelerator DNN pipelines and robot planning systems, maintaining lab infrastructure from server-grade rigs to NVIDIA Jetson, Xilinx Kria, and Google Coral devices. Justin combines hands-on system design—specifying cost- and maintainability-conscious workstations—with experiment-driven analysis of energy, latency, and throughput for real-world CV and robotics workloads. He also teaches heterogeneous computing and operating systems topics, mentoring students in CUDA, TensorRT, FPGA toolchains, and performance-oriented software. Notably, his background spans applied industry work (optimizing an analytical color sorter and mining engineering automation) through to advanced research in accelerator-aware DNN pruning and concurrent inference.
9 years of coding experience
1 year of employment as a software developer
Associate of Arts in Liberal Sciences, Associate of Arts in Liberal Sciences at University of Maine at Presque IsleDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Colorado School of MinesHigh School Diploma, High School Diploma at Maine School of Science and Mathematics (MSSM)
Github Skills (48)
pytorch10
hub10
image-classification10
yolov810
instance-segmentation10
pose-estimation10
object-detection10
computer-vision10
yolov710
cli10
coreml9
python9
onnx9
machine-learning9
yolov59
Programming languages (6)
Github contributions (5)
justincdavis/trtutils
Nov 2023 - Apr 2025
Utilities for enabling easier high-level usage of TensorRT in Python
Contributions:19 releases, 49 PRs, 222 pushes in 1 year 4 months
dongwon900/4393X_V5_2018-2019
Dec 2018 - Mar 2019
4393X V5 2018-2019 repo
Contributions:97 commits, 25 pushes in 2 months
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