Rachel Keay

Senior Data Scientist

Taunton, England, United Kingdom
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Summary

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Senior
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Top School
Rachel Keay is a Senior Data Scientist with nine years' experience applying machine learning to marine and geospatial problems, currently leading data science delivery at the UK Hydrographic Office. She combines deep technical skills in computer vision, deep learning, NLP and satellite-derived analytics with hands-on productionisation on AWS, GCP and Google Earth Engine to move models from research to operational services. Her work spans automatic target recognition in side-scan sonar, satellite-derived bathymetry that meets IHO S-67 standards, tidal time-series analysis, and habitat classification for seagrass, kelp and mangroves. A strong Agile collaborator and project leader, she translates business priorities into reproducible, testable datasets and evaluation pipelines. Notably, she has productionised a tidal contours coastline algorithm and applied blob-detection on Sentinel-1 SAR to enhance maritime situational awareness—demonstrating a rare blend of domain expertise in hydrography and practical ML engineering.
code9 years of coding experience
job11 years of employment as a software developer
bookMaster's Degree Geographic Information Systems, Master's Degree Geographic Information Systems at University of Aberdeen
bookHigh School Highers and Advanced Higher, High School Highers and Advanced Higher at Belmont Academy
bookMaster of Science - MS Data Science, Master of Science - MS Data Science at University of Exeter
bookBachelor's Degree Geography, Bachelor's Degree Geography at University of Glasgow
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Github Skills (35)

donut9
r-programming9
docx8
pdf8
preprocessing8
satellite-imagery7
insar7
information-retrieval7
natural-language-processing7
nlp7
satellite6
deep-learning6
ocr6
machine-learning6
sentinel5

Programming languages (5)

ShellRHTMLJupyter NotebookPython

Github contributions (5)

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UKHO/coffee-and-code

May 2019 - May 2022

UK Hydrographic Office Coffee and Code GitHub
Contributions:45 commits, 2 PRs, 6 pushes in 3 years 1 month
coffee
datalass1/100-days-of-code

Apr 2019 - Jul 2019

Contributions:175 commits, 150 pushes, 1 branch in 3 months
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