Diana Xie
Senior Data Scientist
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolDiana Xie is a Senior Data Scientist based in Seattle with eight years of experience turning ambiguous problems into production-ready ML solutions. She has advanced expertise deploying recommender systems, forecasting models, and robust evaluation pipelines from roles at Apple and IQVIA, combining research rigor from a neuroscience background with practical engineering. Her work spans end-to-end productionization—model validation, unit testing, and novel metric design—while fostering cross-disciplinary collaboration to turn data into actionable insights. Notably, she built a music-critic recommendation web app and has translated academic research (HMMs, topic models) into real-world feature extraction and experimentation.
8 years of coding experience
6 years of employment as a software developer
Bachelor of Science (B.S.) Biology, Bachelor of Science (B.S.) Biology at Duke UniversityCertificate Data Science Career Track, Certificate Data Science Career Track at SpringboardMaster's Degree Neuroscience, Master's Degree Neuroscience at University of Pennsylvania
English, Chinese
Github Skills (29)
flask9
react8
python8
visualization7
analytics7
apache7
data-analysis7
data-visualization7
data-analytics6
data-science6
superset5
robot5
warehouse5
data-engineering5
asf5
Programming languages (5)
Github contributions (5)
diana-xie/deep-weeding-bot
May 2020 - Jul 2021
Deep learning, object detection, weeding robot simulator
Contributions:11 commits, 1 PR, 46 pushes in 1 year 2 months
pytorchroboticsdeep-learningcomputer-visionobject-detection
diana-xie/darknet_yolo
Jun 2020 - Aug 2020
Contributions:13 commits, 22 pushes, 4 branches in 2 months
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