Jinmei Zhang
Senior Software Engineer, AI at Onos Health
San Francisco Bay Area United States
Summary
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Senior🎓
Top SchoolJinmei Zhang is a machine learning engineer in the San Francisco Bay Area with 15 years of experience applying rigorous, research-driven approaches to production ML systems. She has moved models from prototype to production across healthcare claims anomaly detection, time-series forecasting, and NLP-driven brand resolution, combining feature engineering, hyperparameter tuning, and model interpretability. Her background in computational chemistry and high-performance scientific computing informs her strength in algorithmic optimization and memory-efficient implementations, proven by earlier work reducing computational cost in quantum chemistry. At Amplitude and Anomaly she shipped monitoring and anomaly-detection pipelines using Airflow, SageMaker, and TensorFlow, and at CircleUp she integrated fine-tuned BERT and optimized Spark workloads for scale. Jinmei is comfortable bridging research and engineering—experimenting with novel models (TCNs, LSTMs, CNNs, XGBoost) while ensuring production reliability and measurable business impact.
15 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy (PhD) Physical Chemistry, Doctor of Philosophy (PhD) Physical Chemistry at Virginia Tech
English, Chinese
Github Skills (13)
quantum-chemistry9
cpp7
keras4
prometheus3
lstm3
machine-learning3
sequence-labeling3
natural-language-processing3
crf3
tensor3
part-of-speech2
named-entity-recognition2
deep-learning2
Programming languages (2)
Github contributions (5)
jinmeiz/machine_learning_studies
Feb 2020 - Sep 2023
Contributions:39 pushes, 1 branch in 3 years 7 months
Fake-News-Project/Fake-News-Project
Jul 2017 - Aug 2017
Contributions:42 commits, 41 pushes, 1 branch in 1 month
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