Ginny Z
Senior Data Scientist
United States
Summary
👤
Senior🎓
Top SchoolGinny Z is a Senior Data Scientist and PhD in Biostatistics & Data Science with eight years of experience building ML and DL solutions across industry and academia, currently driving AI-powered PII anonymization at Fidelity. She has delivered impactful applied projects—from LSTM and GBM decoking predictions at Shell that unlocked large operational savings to BERT-based grant and collaborator recommenders and GNN research with publications at AMIA and Frontiers. Comfortable in Python, R, SQL and PyTorch/Keras, she combines strong statistical rigor with production-oriented engineering, including OCR/NLP pipelines and GPU-accelerated EHR modeling. Her multidisciplinary background in environmental engineering and biostatistics informs robust feature engineering and uncertainty-aware recommendations. Outside work she mentors a university ballroom team and brings the discipline of a competitive dancer to collaborative, cross-functional research and delivery.
8 years of coding experience
7 years of employment as a software developer
Bachelor of Science (B.S.) with Honors, Energy and Environment Systems Engineering, 3.85/4; Math GPA 3.94/4, Bachelor of Science (B.S.) with Honors, Energy and Environment Systems Engineering, 3.85/4; Math GPA 3.94/4 at Zhejiang UniversityDoctor of Philosophy - PhD, Biostatistics and Data Science, Minor in Environmental Sciences, 4/4, Doctor of Philosophy - PhD, Biostatistics and Data Science, Minor in Environmental Sciences, 4/4 at The University of Texas Health Science Center at Houston (UTHealth)Master's Degree(M.S.), Environmental Engineering, 3.82/4, Master's Degree(M.S.), Environmental Engineering, 3.82/4 at Carnegie Mellon UniversityHong Kong University of Science and Technology (HKUST)
Github Skills (48)
biomedical-text-mining10
sentence9
electra9
geometric-deep-learning9
pytorch9
similarity9
graph9
deep-learning9
sentence-similarity9
graph-neural-network9
graph-convolutional-networks9
mining9
roberta9
text-mining9
nlp8
Programming languages (2)
Github contributions (5)
chocolocked/Mini_Projects_Inventory
Feb 2018 - Nov 2018
Contributions:22 commits, 21 pushes, 1 branch in 9 months
chocolocked/chocolocked
May 2020 - Jan 2025
🍎Jalpc -- A flexible Jekyll theme, 3 steps to build your website.
Contributions:344 pushes in 4 years 9 months
jekylljekyll-themestepsjalpcflexible
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