Angie Hu
Software Engineer at Apple
Software Engineer at Apple
Everyone, from organizations to individuals, should have access to data-driven products and advice. I aspire to bring those products and insights to the people who need them.

I am an Insight Data Science Fellow, and I've built a natural language processing tool to help job-seekers prepare for interviews. My Ph.D. is in nano-material design for aircrafts using computational mechanics and machine learning.
Apple
https://www.linkedin.com/company/apple
Cupertino
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Software Engineer
Northwestern University
https://www.linkedin.com/company/northwestern-university
•	Built an automated, data-driven material modeling framework in Python that interfaced with MATLAB to integrate machine learning into nano-material design
•	Reduced the dimensionality of features and predicted material properties using regularized regression and kriging in R with 97% accuracy 
•	Contributed to material database curation and management using JSON Editor and PostgreSQL 
•	Managed four multi-discipline groups to facilitate intergroup communication and collaboration to ensure efficient workflow
Evanston, IL
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Research Assistant- Advanced Material Lab
Northwestern University
https://www.linkedin.com/company/northwestern-university
Evanston, IL
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Teaching Assistant- Engineering Analysis
Insight Data Science
https://www.linkedin.com/company/insight-data-science
http://eterview.info/
http://bit.ly/2zTBXvW

•	Built a web app (eterview.info) on AWS using Flask that summarizes 23,000 interview questions scraped from Glassdoor to help users prepare for interviews efficiently
•	Extracted 40 meaningful and interpretable topics that are most frequently asked in 25 large tech companies in the Bay Area using natural language processing (NLP) and Latent Dirichlet Allocation (LDA) in gensim Python package
•	Selected topics that achieved 0.8 word2vec coherence score and provided the users with representative questions under each topic
San Francisco Bay Area
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Data Science Fellow
The Goodyear Tire & Rubber Company
https://www.linkedin.com/company/goodyear
•	Predicted quality of tires based on material composition and testing conditions using random forest and support vector regression in Scikit-learn
•	Communicated with engineers from the tire testing group and established a solid physical understanding of the tests to identify key features
•	Provided consultation and suggestions to improve tire traction properties
Cleveland/Akron, Ohio Area
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Graduate Intern- Data Science
The Goodyear Tire & Rubber Company
https://www.linkedin.com/company/goodyear
•	Large scale nonlinear viscoelastic finite element modeling
•	Geometry and meshing scalability and optimization
Cleveland/Akron, Ohio Area
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Graduate Intern- Simulation Technology
Doctor of Philosophy - PhD
Mechanical Engineering
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Northwestern University
https://www.linkedin.com/school/northwestern-university/
Master of Science - MS
Theoretical and Applied Mechanics
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Northwestern University
https://www.linkedin.com/school/northwestern-university/
Bachelor's degree
Engineering Mechanics
China University of Mining & Technology, Beijing
https://www.linkedin.com/school/%E4%B8%AD%E5%9B%BD%E7%9F%BF%E4%B8%9A%E5%A4%A7%E5%AD%A6%EF%BC%88%E5%8C%97%E4%BA%AC%EF%BC%89/
https://uk.linkedin.com/in/wilderpereira
London
Wilder Pereira
Software Engineer at Apple
https://www.linkedin.com/in/ziye-chris-han-783b47148
San Francisco, CA
Ziye (Chris) Han
Software Engineer at Apple
https://uk.linkedin.com/in/igalbenardete
London
Izzet Igal Benardete Levis
Software Engineer at Apple
https://www.linkedin.com/in/dahye-yoon1
Seattle, WA
Dahye Yoon
Software Development Engineer II at Amazon
https://www.linkedin.com/in/mercury-sun
Milpitas, CA
Xingcheng Sun
Site Reliability Engineer at Apple
https://www.linkedin.com/in/mengyunlv
San Francisco Bay Area
Mengyun Lv
Senior Software Engineer at Netflix
https://dk.linkedin.com/in/stefaniehoepner
Copenhagen
Stefanie Höpner
Software Engineer at Apple
https://www.linkedin.com/in/lilyszhang
Seattle, WA
Lily Zhang
Software Engineer at Apple
https://www.linkedin.com/in/haiyan-zhang-44b9954
San Francisco Bay Area
Haiyan Zhang
Software Engineer  at Google
https://uk.linkedin.com/in/lisalesowiec
London
Lisa Lesowiec
Software Engineer @ Apple 
https://uk.linkedin.com/in/jsalt
London
James Salt
Technical and Product Recruiting (R&D) at Apple 
https://uk.linkedin.com/in/nikola-milanovic
London
Nikola Milanovic
Engineering, Solutions & Technology at Apple
https://uk.linkedin.com/in/masondean
London
Dean Mason
SRE Manager @ Apple -  Pay
https://de.linkedin.com/in/suadmerie
Munich
Suad Merie
Characterisation Engineer at Apple
https://www.linkedin.com/in/jessychang
Los Angeles Metropolitan Area
Jessy Chang
Data Analyst at Apple
https://www.linkedin.com/in/grace-dai-b85273122
Seattle, WA
Grace Dai
Software Development Engineer at Amazon
https://www.linkedin.com/in/tao-lin
San Francisco Bay Area
Tao Lin
Senior Software Engineer at Apple
https://www.linkedin.com/in/kksheng
Sunnyvale, CA
Kaikai Sheng
Software Engineer
https://www.linkedin.com/in/akshaychalana
New York, NY
Akshay Chalana
Systems Software Engineer at Citadel Securities
https://my.linkedin.com/in/angie-hu-4b6a1749
Petaling Jaya
Angie Hu
Director for Klang Valley Contingency Workforce
https://ca.linkedin.com/in/angiehuu
Toronto, ON
Angie Hu
Senior Client Success Associate @ Phreesia
https://www.linkedin.com/in/angie-hu
New York, NY
Angie Hu
VP of Corporate Communications at Synchrony
https://tw.linkedin.com/in/angie-hu-57301a226
T'aipei
Angie Hu
Consultant, Professional Service Team at TalentPlus Consultants
Python Data Science, Machine Learning, Graph, and Natural Language Processing
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https://www.linkedin.com/groups/4388870
Women in Data Science (WiDS)
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https://www.linkedin.com/groups/7049613
Silicon Valley Venture Community
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https://www.linkedin.com/groups/80010
San Francisco Bay Area/Silicon Valley Jobs and Careers
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Women in Big Data Forum
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Data Mining, Statistics, Big Data, Data Visualization, AI, Machine Learning, and Data Science
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Data Science Central
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https://www.linkedin.com/groups/35222
Job Opportunities in Northern California !
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STARTUPS and ENTREPRENEURS Community, Venture Capital, Financing, Angel INVESTORS, Silicon Valley
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Machine Learning and Data Science
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Northwestern Club of the San Francisco Bay Area
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Silicon Valley Startups
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https://www.linkedin.com/groups/110076