SHIHUI HU

ac8fqk@r.postjobfree.com • +86-177******** •https://www.linkedin.com/in/shihui-hu-02a098149/ EDUCATION

SINGAPORE MANAGEMENT UNIVERSITY Aug 2017 - Dec 2018 Master of IT in Business (Analytics)

• Core courses: Machine Learning ;Big Data Tool; Social Analytics; Digital banking and Fintech; Corporate Banking and Blockchain ;Data Management;Applied Statistical Analysis with R ; Data Analytics Lab CHENGDU UNIVERSITY OF TECHNOLOGY – ChengDu, China Sep 2011 - Jun 2015 Bachelor of Economics in Economics

• GPA:85.5/100 (rank:7%)

• Outstanding Student Award, Chengdu University of Technology

• Core courses: Intermediate macroeconomics; Intermediate microeconomics;Econometrics; Statistics EXPERIENCE

Hewlett Packard Enterprise –Singapore Jan 2018 - Jun 2018 Intern & Data Scientist, Innovation center

• Big Data Medical project :

Successful in development of models with accuracy of 71% for Similarity detection which mapping Taiwan Life insurance company customers’ Chinese diagnosis to standardize disease terminology(International Classification of Diseases code). Performed extensive advanced text mining and machine learning algorithms (via Python,Tensorflow) using Conditional random field algorithm (CRF), Word2Vec,N-grams language model, etc, assisted with Taubleau and Python to visualize .

• Prediction project :

Successful in development of models with deviation of 1.48% for stock prediction and built from three different aspects (via python,Tensorflow):

Classical time-series model (ARIMA,GARCH),Advanced Machine learning and Signal Processing models(Wavelet analysis with ARIMA and back propagation neural network, Wavelet analysis with SVM),Deep learning Sequence models (LSTM).

• Designed and developed presentations twice a week. BANK OF CHENGDU – ChengDu, China May 2014 - Aug 2014 Intern & Manager Assistant, Credit Risk Department

• Inspected SME Loan Application materials and evaluated the likelihood of loan repayment. Examined the lender financial accounts and financial records .

• Diagnosed current market issues, economic policies, developmental trends and competitive competence of load projects, and analyzed supply-demand. Recommend the supervisor make loans. Project

‘Wang Fengya Event ’ Weibo Social Network Analysis Jun. 2018 Social network analysis course project

• Conducted web crawling method (API) and extracted relatively repost information from Weibo JSON file : account Id, repost tweets and so on .Performed graph mining methods to build social network and do unsupervised clustering algorithms on accounts to realized user recommend function.

• Developed repost tweets text mining : sensitive analysis and topic modeling (LDA modeling),to investigate user attitude towards reversals occurred .And assisted with Gephi,QlikSense dashboard designing . ScanGo Re-imagining Digital Wallets Dec. 2018

Singapore Fintech Festive 2018 Hackton project,digital banking and corporate banking course project

• Deeply inspected on Thailand digital wallet market,include: the policies, competitors’, customers’ demand and so on.

• Explored customer demands’ and developed our ScanGo unique features. Built business model, scheduled streamline, risk analysis and future plan.

ADDITIONAL

• Technical Skills: Python, PySpark,Tensorflow, SQL, Shell,R, SAS,Taeblue

• Certifications :

SOA (Society of Actuary): Exam P (Probability), Exam FM (Financial Mathematics), Exam IFM(Investment and Financial Markets)

Visual FoxPro database: National Computer Rank Examination Certificate Level II Voluntary Contribution :AY 2017/18 MITB Student Mentor

• Language Fluency : Mandarin, English

• Extra course : Data Structures & Algorithms in Python; Signal and System ;Customer analytic and A/B Testing

• Interest : Photograph, Flute, Movies

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