Bowen Huang work email
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Bowen Huang personal email
Email: bh2596@columbia.eduSkills:• Machine Learning : Supervised Learning (Logistic Regression, Decision Trees, Naive Bayes, SVM, Random Forest, Boosting), Unsupervised Learning (PCA, Clustering)• Deep Learning : CNN, RNNs (LSTM, GRU), Image/Text classification, NLP, Sentiment Analysis, Time Series Analysis, Deep Q-Learning.• Libraries : Keras, Tensorflow, Scikit-learn, NLTK, Numpy, Pandas, Matplotlib, Seaborn• Software & Tools : Python, R, C, MySQL, AWS, Jupyter, Git
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Data ScientistGartner May 2018 - PresentStamford, Ct, Us• Combined SQL and Python for Data Cleaning• Applied Random Forest, Decision Tree and Logistic Regression to predict clients’ retention rate• Identified top risk factor combinations which influence retention rate with PCA• Visualized M/L results with Plotly and Matplotlib to help operationalize and interpret Algorithm results -
Quantitative Analyst And Data Scientist (Part-Time)Adatos.Ai Jan 2018 - May 2018Singapore, Singapore, SgUsed Machine Learning & Deep Learning to build systematic trading strategies in Python:- Applied Convolutional Neural Network (CNN) in generating chart pattern features- Used SVC, Random Forest, Neural Network to make prediction- Constructed Ensemble on different models by Genetic Algorithms - Constructed portfolios by nonparametric statistical models and - Backtested various strategies and achieved 0.99 Sharpe Ratio (2007-2017) -
Data Scientist InternCastle Placement Sep 2017 - Dec 2017New York, Ny, Us- Created Machine Learning models (including SVM, random forest, logistic regression) in Python to recommend potential deals to investors, with 67% accuracy- Managed database (700k+ records about investors and clients) with SQL- Connected database (FileMaker) with Python scripts through ODBC (Open Database Connectivity) -
Data Analyst InternAdvise Technologies Jul 2017 - Aug 2017New York, Ny, Us- Searched shares outstanding/ voting rights of 1000+ companies and 50+ countries on Stock Exchanges, regulator websites and Bloomberg for clients (hedge funds)- Participated in building algorithms to scrape financial data automatically- Solved multiple share problems to improve database -
Data Analyst InternMicrosoft Mar 2016 - Jun 2016Redmond, Washington, UsIntern in SMB Department- Collected, Analyzed and Reported weekly/monthly marketing data of Office 365 in China;- Collected data and helped selecting 100 cities in China for marketing Office 365- Analyzed the Email and Office Software Market of China- Made an Onboarding Manual about Office 365 Plans for Microsoft’s Partners
Bowen Huang Skills
Bowen Huang Education Details
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Columbia UniversityStatistics -
Beijing Jiaotong UniversityEconomics
Frequently Asked Questions about Bowen Huang
What company does Bowen Huang work for?
Bowen Huang works for Gartner
What is Bowen Huang's role at the current company?
Bowen Huang's current role is Data Scientist.
What is Bowen Huang's email address?
Bowen Huang's email address is bo****@****ner.com
What schools did Bowen Huang attend?
Bowen Huang attended Columbia University, Beijing Jiaotong University.
What skills is Bowen Huang known for?
Bowen Huang has skills like Python, R, Sql, Microsoft Office, Eviews, Spss, Data Analysis, Machine Learning, Databases, Matlab, Microsoft Excel, Time Series Analysis.
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