Shelby Davis
Senior Software Engineer at Black River Systems Company
Utica-Rome Area United States
Summary
👤
Senior🎓
Top SchoolShelby Davis is a Senior Software Engineer with nine years of experience specializing in optimization, high-performance computing, and signal processing, currently applying topological methods to machine learning. Based in the Utica-Rome area, Shelby has a track record of squeezing performance out of heterogeneous multiprocessing environments, including Nvidia Tesla, IBM Cell BE, and multicore CPUs, while developing algorithms for production systems. Prior roles span industry and academia—from parallel systems work and RPC regression testing at Panasas to instructing computer graphics and operating systems at Carnegie Mellon—giving a rare blend of research rigor and practical systems engineering. Holding a master's in computer science, Shelby pairs deep optimization expertise with a curiosity for novel mathematical techniques, evidenced by the move into topological ML approaches.
9 years of coding experience
Holland Patent High SchoolMaster's Degree, Computer Science, Master's Degree, Computer Science at State University of New York Institute of Technology at Utica/RomeBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Carnegie Mellon University
Github Skills (42)
deep-learning8
pytorch8
stable-diffusion7
ai7
react7
image-generation6
python6
gradio5
chatgpt4
resin4
openai4
text2image4
amd4
opencl4
portability4
Programming languages (3)
Github contributions (5)
shelbydavis/mistk
May 2019 - Oct 2022
Model Integration Software Development Kit
Contributions:2 pushes in 3 years 5 months
development-kitosgiradorientdbsoftware-development-kit
shelbydavis/raspberrypi3-opencv-docker
Mar 2019 - Oct 2022
An OpenCV (python interface) Docker image repo, for Raspberry Pi 3 with Raspbian OS (Debian). It's based on resin.io python docker image.
Contributions:2 pushes in 3 years 7 months
raspberry-pipythondocker-imageraspbian-ospython-interface
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