angie hu
Software Engineer at Apple
software engineer apple
everyone , organization individual , access data-driven product advice . aspire bring product insight people need . insight data science fellow , 've built natural language processing tool help job-seekers prepare interview . ph.d. nano-material design aircraft using computational mechanic machine learning .
Apple
https://www.linkedin.com/company/apple
Software Engineer
Cupertino
https://media-exp1.licdn.com/dms/image/C560BAQHdAaarsO-eyA/company-logo_100_100/0/1595530301220?e=1655942400&v=beta&t=lXP662hMk1zfbIVzKnghCZiIqJ7XeePPO8E-MoT5fWQ
Northwestern University
https://www.linkedin.com/company/northwestern-university
Research Assistant- Advanced Material Lab
•	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
https://media-exp1.licdn.com/dms/image/C4E0BAQH-sXOOSUF3aA/company-logo_100_100/0/1519856314413?e=1655942400&v=beta&t=h0v-36oVP_Tcafu7dFGSJj-JUV7D2s736F2wkq2KzxE
Northwestern University
https://www.linkedin.com/company/northwestern-university
Teaching Assistant- Engineering Analysis
Evanston, IL
https://media-exp1.licdn.com/dms/image/C4E0BAQH-sXOOSUF3aA/company-logo_100_100/0/1519856314413?e=1655942400&v=beta&t=h0v-36oVP_Tcafu7dFGSJj-JUV7D2s736F2wkq2KzxE
Insight Data Science
https://www.linkedin.com/company/insight-data-science
Data Science Fellow
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
https://media-exp1.licdn.com/dms/image/C560BAQEhVCLLTyh9HQ/company-logo_100_100/0/1570577516568?e=1655942400&v=beta&t=OMPgjehWYcv6n1eG7mUpCcyqNYjNGgywLDX9hTywmFE
The Goodyear Tire & Rubber Company
https://www.linkedin.com/company/goodyear
Graduate Intern- Data Science
•	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
https://media-exp1.licdn.com/dms/image/C560BAQFElKJ1wJZc-g/company-logo_100_100/0/1629928868715?e=1655942400&v=beta&t=RyVBBpskkknaLkAf6BJJ8FA5yMP7SifDFTSu1AQPVDc
The Goodyear Tire & Rubber Company
https://www.linkedin.com/company/goodyear
Graduate Intern- Simulation Technology
•	Large scale nonlinear viscoelastic finite element modeling
•	Geometry and meshing scalability and optimization
Cleveland/Akron, Ohio Area
https://media-exp1.licdn.com/dms/image/C560BAQFElKJ1wJZc-g/company-logo_100_100/0/1629928868715?e=1655942400&v=beta&t=RyVBBpskkknaLkAf6BJJ8FA5yMP7SifDFTSu1AQPVDc
Mechanical Engineering
Doctor of Philosophy - PhD
Northwestern University
https://www.linkedin.com/school/northwestern-university/
https://media-exp1.licdn.com/dms/image/C4E0BAQH-sXOOSUF3aA/company-logo_100_100/0/1519856314413?e=1655942400&v=beta&t=h0v-36oVP_Tcafu7dFGSJj-JUV7D2s736F2wkq2KzxE
Theoretical and Applied Mechanics
Master of Science - MS
Northwestern University
https://www.linkedin.com/school/northwestern-university/
https://media-exp1.licdn.com/dms/image/C4E0BAQH-sXOOSUF3aA/company-logo_100_100/0/1519856314413?e=1655942400&v=beta&t=h0v-36oVP_Tcafu7dFGSJj-JUV7D2s736F2wkq2KzxE
Engineering Mechanics
Bachelor's degree
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
Wilder Pereira
Software Engineer at Apple
London
https://www.linkedin.com/in/ziye-chris-han-783b47148
Ziye (Chris) Han
Software Engineer at Apple
San Francisco, CA
https://uk.linkedin.com/in/igalbenardete
Izzet Igal Benardete Levis
Software Engineer at Apple
London
https://www.linkedin.com/in/dahye-yoon1
Dahye Yoon
Software Development Engineer II at Amazon
Seattle, WA
https://www.linkedin.com/in/mercury-sun
Xingcheng Sun
Site Reliability Engineer at Apple
Milpitas, CA
https://www.linkedin.com/in/mengyunlv
Mengyun Lv
Senior Software Engineer at Netflix
San Francisco Bay Area
https://dk.linkedin.com/in/stefaniehoepner
Stefanie Höpner
Software Engineer at Apple
Copenhagen
https://www.linkedin.com/in/lilyszhang
Lily Zhang
Software Engineer at Apple
Seattle, WA
https://www.linkedin.com/in/haiyan-zhang-44b9954
Haiyan Zhang
Software Engineer  at Google
San Francisco Bay Area
https://uk.linkedin.com/in/lisalesowiec
Lisa Lesowiec
Software Engineer @ Apple 
London
https://uk.linkedin.com/in/jsalt
James Salt
Technical and Product Recruiting (R&D) at Apple 
London
https://uk.linkedin.com/in/nikola-milanovic
Nikola Milanovic
Engineering, Solutions & Technology at Apple
London
https://uk.linkedin.com/in/masondean
Dean Mason
SRE Manager @ Apple -  Pay
London
https://de.linkedin.com/in/suadmerie
Suad Merie
Characterisation Engineer at Apple
Munich
https://www.linkedin.com/in/jessychang
Jessy Chang
Data Analyst at Apple
Los Angeles Metropolitan Area
https://www.linkedin.com/in/grace-dai-b85273122
Grace Dai
Software Development Engineer at Amazon
Seattle, WA
https://www.linkedin.com/in/tao-lin
Tao Lin
Senior Software Engineer at Apple
San Francisco Bay Area
https://www.linkedin.com/in/kksheng
Kaikai Sheng
Software Engineer
Sunnyvale, CA
https://www.linkedin.com/in/akshaychalana
Akshay Chalana
Systems Software Engineer at Citadel Securities
New York, NY
Angie Hu
https://my.linkedin.com/in/angie-hu-4b6a1749
Director for Klang Valley Contingency Workforce
Petaling Jaya
Angie Hu
https://ca.linkedin.com/in/angiehuu
Senior Client Success Associate @ Phreesia
Toronto, ON
Angie Hu
https://www.linkedin.com/in/angie-hu
VP of Corporate Communications at Synchrony
New York, NY
Angie Hu
https://tw.linkedin.com/in/angie-hu-57301a226
Consultant, Professional Service Team at TalentPlus Consultants
T'aipei
https://media-exp1.licdn.com/dms/image/C5607AQHHwNzpivVKHw/group-logo_image-shrink_200x200/0/1631401574809?e=1647687600&v=beta&t=luOpYKin2EjJELxnrJPQcMxYy0iF3t1ZIVILeeGVcPs
Python Data Science, Machine Learning, Graph, and Natural Language Processing
https://www.linkedin.com/groups/4388870
https://media-exp1.licdn.com/dms/image/C5607AQFMibtQHudpFQ/group-logo_image-shrink_92x92/0/1630996122685?e=1647687600&v=beta&t=V4Je632uQFUrdaINhGGzoceWl-VlHF62GYUuxpT2Bbc
Women in Data Science (WiDS)
https://www.linkedin.com/groups/7049613
https://media-exp1.licdn.com/dms/image/C4D07AQGckYI-trsoiA/group-logo_image-shrink_200x200/0/1631370431562?e=1647687600&v=beta&t=atUw6t2x1-OWXW3eoKAa3IjwD2u_bz462jFpItiwlHU
Silicon Valley Venture Community
https://www.linkedin.com/groups/80010
https://media-exp1.licdn.com/dms/image/C5607AQFQx3ZzXAPK7Q/group-logo_image-shrink_200x200/0/1631001573917?e=1647687600&v=beta&t=gi0TEkeuFLK6TUqSC4aZ4u2xIJCU1qxYl5eS3lVr4zE
San Francisco Bay Area/Silicon Valley Jobs and Careers
https://www.linkedin.com/groups/4321517
https://media-exp1.licdn.com/dms/image/C5607AQFsoIXLPLBxHw/group-logo_image-shrink_92x92/0/1631010301326?e=1647687600&v=beta&t=L3FAxKD6Vo6rT1LCsFgCkLPDY08MzDxU-oC6qQBAx7Y
Women in Big Data Forum
https://www.linkedin.com/groups/6981086
https://media-exp1.licdn.com/dms/image/C4D07AQHC5_oHcJZLpw/group-logo_image-shrink_92x92/0/1525133044361?e=1647687600&v=beta&t=BAdlzo17hPoCQ4JxqZhoJgfGN0gi9fKxiLQtopLB1NY
Data Mining, Statistics, Big Data, Data Visualization, AI, Machine Learning, and Data Science
https://www.linkedin.com/groups/152247
https://media-exp1.licdn.com/dms/image/C5607AQFgIrDQ9DzXEw/group-logo_image-shrink_92x92/0/1631005688319?e=1647687600&v=beta&t=mIOJtdWA-8evZU9Qx34dAWHJGdUGdQMpX2N7qIHCsD0
Data Science Central
https://www.linkedin.com/groups/35222
https://media-exp1.licdn.com/dms/image/C4D07AQFe6qRnqwbCWw/group-logo_image-shrink_92x92/0/1525125552531?e=1647687600&v=beta&t=Wek9gtYGiuKJEKUtStaT6vi7-0-OocLKFotiKCejC74
Job Opportunities in Northern California !
https://www.linkedin.com/groups/6732222
https://media-exp1.licdn.com/dms/image/C4E07AQEtnK9X4linhQ/group-logo_image-shrink_200x200/0/1631003893288?e=1647687600&v=beta&t=E-zC_yGFIuZKvoafv_yDQ5lUsD-h_gxmQx-kiHfcLe0
STARTUPS and ENTREPRENEURS Community, Venture Capital, Financing, Angel INVESTORS, Silicon Valley
https://www.linkedin.com/groups/4427003
https://media-exp1.licdn.com/dms/image/C5607AQFB7YeCihMhmw/group-logo_image-shrink_92x92/0/1631002216279?e=1647687600&v=beta&t=ofYPtZhwlX4nwwXPH_82ciMckDtRLiYwkiM79fmiKMg
Machine Learning and Data Science
https://www.linkedin.com/groups/4298680
https://static-exp1.licdn.com/sc/h/4h1ldzvvebtszyx75ve7dst1v
Northwestern Club of the San Francisco Bay Area
https://www.linkedin.com/groups/4391678
https://media-exp1.licdn.com/dms/image/C5607AQHLwiMKF4dshw/group-logo_image-shrink_92x92/0/1630998977244?e=1647687600&v=beta&t=2GIyH-bJBdOVL2jVewFcYS3UIhPqoKfPzud9n8_g2CQ
Silicon Valley Startups
https://www.linkedin.com/groups/110076