Annie Didier
Staff Data Scientist
Westminster, Colorado, United States
Summary
👤
Senior🎓
Top SchoolAnnie Didier is a Staff Data Scientist with nine years of experience building computer vision and full-stack ML systems for robotics, planetary exploration, and autonomous operations. She has led teams to productionize perception stacks—integrating LiDAR, IR, and RGB sensors—and designed cloud and edge pipelines that improved cost efficiency and domain generalization. At JPL she delivered edge-deployable solutions (Nvidia Jetson + DeepStream) for people tracking and high-performing image captioning and search for Mars imagery, demonstrating skill in low-label regimes. Her background in applied mathematics and analytics informs a rigorous approach to model design, data generation, and validation, while her teaching experience highlights an ability to translate complex ideas for diverse audiences. Notably, she combines hands-on deployment experience with strategic vendor and cloud comparisons to optimize ML operations in real-world robotic products.
9 years of coding experience
9 years of employment as a software developer
Master's of Applied Math, Applied Mathematics, 3.81, Master's of Applied Math, Applied Mathematics, 3.81 at Arizona State UniversityMaster of Science (M.S.), Analytics, 3.85, Master of Science (M.S.), Analytics, 3.85 at Northwestern UniversityBachelor of Science (B.S.), Cum Laude, Mathematics, 3.55, Bachelor of Science (B.S.), Cum Laude, Mathematics, 3.55 at Whitworth University
Github Skills (98)
buffer10
pagerank9
extraction9
modification9
tika-server9
text-extraction9
nlp8
mime8
tika-python8
rest-services8
data-extraction8
dot-product8
parse8
text-recognition8
binding8
Programming languages (5)
Github contributions (5)
adidier17/img2text
Aug 2018 - Feb 2019
Models, and associated helper code for GSOC 2017 project Tensorflow Image to Text in Apache Tika
Contributions:3 pushes in 5 months
apache-tikagsocapachetext-to-imagetika
adidier17/elastic_helper
Aug 2019 - Sep 2019
Contributions:11 pushes, 1 branch, 2 tags in 14 days
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