David Kucher
Senior Software Engineer at Alation
Palo Alto, California, United States
Summary
👤
Senior🎓
Top SchoolDavid Kucher is a Senior Software Engineer with a decade of experience specializing in machine learning, computer vision, and signal/image processing, currently based in Palo Alto. He has driven high-resolution 2D and 3D vision model development and productionization on custom AI accelerators, pushing models to operate on up to 8K×8K imagery and setting new performance and accuracy benchmarks. At SambaNova and Numbers Station AI he led end-to-end experiments—from hypothesis and rigorous measurement to compilation and runtime optimization—while improving CI and developer velocity through automation. A lifelong learner with an MS in ECE from the University of Michigan, he pairs deep research-oriented expertise with hands-on systems and tooling work, and maintains a personal site showcasing his projects and experiments.
11 years of coding experience
5 years of employment as a software developer
Master of Science - MS, Electrical and Computer Engineering - Signal and Image Processing and Machine Learning, Master of Science - MS, Electrical and Computer Engineering - Signal and Image Processing and Machine Learning at University of Michigan
Github Skills (45)
python10
pydantic-v210
validation10
medical-image-analysis10
data-augmentation10
medical-image-processing9
imaging9
openai9
parser8
deep-learning8
medical-image-computing8
machine-learning8
agent-framework8
pytorch8
harness8
Programming languages (5)
Github contributions (5)
ejshumaker/EECS545RFProject
Mar 2020 - Apr 2020
Contributions:43 commits, 37 pushes in 1 month
mrdkucher/personal_resume
Dec 2020 - Sep 2025
Contributions:20 pushes, 1 branch in 4 years 10 months
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