Kevin Du
Data Scientist
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolKevin Du is a data scientist in the San Francisco Bay Area with a decade of experience applying machine learning and deep learning to real-world problems across insurance, computer vision, and materials science. At Allstate he builds predictive models for life insurance and underwriting, bringing production-minded modeling to a heavily regulated domain. His background includes tuning deep learning models and image pipelines at a vision startup and hands-on GAN and NLP projects from an intensive Metis fellowship. Earlier work in battery materials and nanomaterials research gives him uncommon domain expertise in experimental design, signal processing, and failure analysis that informs robust feature engineering. Comfortable in Python and deep learning frameworks, he focuses on improving model accuracy and efficiency while keeping deployment constraints like model size and speed in mind.
10 years of coding experience
4 years of employment as a software developer
San José State UniversityBachelor of Science - BS, Materials Science, Bachelor of Science - BS, Materials Science at University of California, Los Angeles
English, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (25)
parameter-tuning10
genetic10
aiml10
feature-selection9
feature-engineering9
similarity9
genetic-programming9
automated-machine-learning9
random-forest9
clustering9
hyperparameter-tuning8
cosine-similarity8
python8
scikit-learn8
machine-learning8
Programming languages (3)
Github contributions (5)
K-Du/Generative-Adversarial-Network
Nov 2016 - Jun 2017
Contributions:110 commits, 109 pushes, 1 branch in 7 months
K-Du/Coding-Challenges
Nov 2016 - Apr 2017
Contributions:384 pushes in 5 months
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