Guimiao Z.
Senior Data Scientist, Machine Learning Ops @Bayer | I Translate Messy Data into Real Life Applications
- Role
- Senior Data Scientist at 拜耳
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Guimiao Z.
Experienced proactive full stack MLE/Data Scientist with unique interdisciplinary backgrounds & strong programming skills.Expertise in experimental design, hypotheses testing statistical modeling, model development and development with 10+ years experiences.Self-motivated, passionate team leader with great project-management skills & effective communication skills.Able to work without any immigration supports.Skills: Analysis: Data Analysis & Visualizations, Data Mining, Data Simulation, Data Modeling, Hypothesis Testing, Statistical Learning,Bayesian Inference, the ability to build packages from scratchPython: matplotlib, plotly, seaborn, NumPy, pandas, SciPy, Scikit-learn, TensorFlow, PyTorch etc.R: dplyr, ggplot2, tidyverse, etc.Others: Shell scripting, Spark, git, GitLab, CICD, Docker, AWS Domino S3 SageMaker, Scala, Tableau, SQL, bigQuery
Experience
Senior Data Scientist
Sep 2025 — Present · Seattle, WA, US
Climate, Bayer Crop ScienceLed and orchestrated the end-to-end development and delivery of a Hierarchical Bayesian predictive model, propelling Bayer Crop Seeds through the conversion of non-Bayer seed planting acreages.
Education
University of Illinois Urbana-Champaign
Master of Science (M.S.), Geology, specifically, Mineral Physics
2010 — 2013
University of Science and Technology of China
Bachelor of Science (B.S.), Geochemistry
2006 — 2010
Washington State University
Master of Science - MS, Statistics
2019 — 2020
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