Daniel Sammons
Member Of Technical Staff at Runway
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolDaniel Sammons is a machine learning engineering manager and senior ML engineer with a decade of experience building production-grade computer vision and deep learning systems across startups and government labs. He led ML teams at Doma and now contributes as a Member of Technical Staff at Runway, bringing hands-on expertise in image segmentation, instance-based retrieval, and model-to-production workflows. His background includes impactful research and engineering at NASA and Orbital Insight, where he achieved dramatic speedups in CNN-based segmentation and developed content to democratize ML knowledge for scientists. Comfortable moving between research prototypes and scalable products, he combines a math-driven M.S. in computer science with practical experience shipping real-world vision systems in the Bay Area.
10 years of coding experience
7 years of employment as a software developer
Master of Science (M.S.) Computer Science, Master of Science (M.S.) Computer Science at Old Dominion University
Github Skills (16)
heatmap10
contrast10
affine-transformation9
image-augmentation9
polygon9
image-processing8
computer-vision7
machine-learning7
deep-learning7
science5
python4
data-science3
pdf1
rectangle1
char1
Programming languages (3)
Github contributions (5)
dmsammons/setup
May 2019 - Aug 2023
Contributions:3 pushes, 1 branch in 4 years 3 months
StatesTitle/ds-blog
Sep 2019 - Nov 2020
Public facing repo that contains example code for the data science blog
Contributions:2 reviews, 5 commits, 17 PRs in 1 year 1 month
pythonsciencemachine-learningdata-science
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