Louisa Zhang
Senior Data Scientist
Pittsburgh, Pennsylvania, United States
Summary
👤
Senior🎓
Top SchoolLouisa Zhang is a Senior Data Scientist in Pittsburgh with 11 years of experience applying machine learning to human and veterinary healthcare. She has designed and deployed disease prediction models that drive product adoption and laboratory conversion, and she led ontology standardization to harmonize clinical variables across disparate data sources. At IDEXX she built tools and frameworks—like an annotation system and a technology due-diligence process—that bridge clinical and engineering teams and accelerate AI readiness. Previously at the University of Pittsburgh she developed clinical decision support and deep learning models for intraoperative stroke detection while architecting cloud-based phenotype sharing and complex ETL pipelines. Her background blends big-data computer science and biomedical informatics training with business-facing impact, enabling pragmatic translation of research into production. Comfortable working across clinical, technical, and commercial stakeholders, she excels at turning messy clinical data into validated, deployable models.
11 years of coding experience
5 years of employment as a software developer
Bachelor of Science (B.S.), Business/Commerce, Minor in Computer Science, Bachelor of Science (B.S.), Business/Commerce, Minor in Computer Science at Dickinson State UniversityCertification, Biomedical Informatics, Certification, Biomedical Informatics at University of PittsburghBachelor of Science (B.S.), Management Information Systems, General, Bachelor of Science (B.S.), Management Information Systems, General at Dalian University of Foreign Languages
Chinese, English, Japanese, French
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (10)
biomedical9
annotator8
permission8
templating8
smart-on-fhir2
interaction1
synthesis1
open-data1
diabetes1
data-annotation1
Programming languages (2)
Github contributions (5)
Louisa78909/infsci2711_hw1
Feb 2015 - Apr 2015
Contributions:3 pushes in 2 months
Louisa78909/dbmi-annotator
Jun 2016 - Jun 2016
Contributions:2 PRs, 2 pushes, 1 branch in 6 days
templatingaccountannotation-frameworkpermissionannotator
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