Zhiqi Huang

Applied Researcher II at Capital One

Cambridge, Massachusetts, United States
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Summary

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Zhiqi Huang is an Applied Researcher at Capital One with a decade of experience at the intersection of information retrieval, natural language processing, and machine learning, grounded by a PhD from UMass Amherst under Prof. James Allan. His profile blends rigorous academic research with industry impact, including a Google research internship and applied work that translates IR/NLP advances into production-relevant solutions. Trained also in statistics (MA, University of Maryland) and applied mathematics (BS, Sun Yat-sen University), he brings a strong quantitative foundation to modeling and evaluation challenges. Based in Cambridge, MA, Zhiqi emphasizes reproducible, evaluation-driven research and maintains an active project page showcasing methods and artifacts that bridge research prototypes and real-world systems.
code10 years of coding experience
job2 years of employment as a software developer
bookBachelor of Science - BS Applied Mathematics, Bachelor of Science - BS Applied Mathematics at Sun Yat-sen University
bookDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of Massachusetts Amherst
bookMaster of Arts - MA Statistics, Master of Arts - MA Statistics at University of Maryland
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Github Skills (52)

transformers10
squad10
pytorch10
machine-learning-models10
python10
machine-learning10
inference10
multimodal10
llm10
audio10
deep-learning10
natural-language-processing10
gemma10
transformer10
speech-recognition10

Programming languages (7)

C#JavaCSSC++HTMLJupyter NotebookPython

Github contributions (5)

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mazicwong/News-Collector

Jan 2018 - Apr 2019

Crawl news from multiple platforms then uses NLP & ML algorithm to do classify, extract, and generate messages.
Contributions:10 commits, 1 PR, 8 pushes in 1 year 2 months
machine-learningnatural-language-processing
Contributions:48 commits, 43 pushes, 1 branch in 1 year 1 month
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