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Bowen Huang is listed as Data Scientist at Gartner, based in New York, United States. AeroLeads shows a work email signal at gartner.com and a matched LinkedIn profile for Bowen Huang.
Bowen Huang previously worked as Quantitative Analyst and Data Scientist (Part-time) at Adatos.Ai and Data Scientist Intern at Castle Placement. Bowen Huang holds Master Of Arts (M.A.), Statistics from Columbia University.
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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
Listed skills include Python, R, Sql, Microsoft Office, and 17 others.
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Stamford, 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
Singapore, Singapore, Sg
Used 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)
New 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)
New 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
Redmond, Washington, Us
Intern 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
Quick answers generated from the profile data available on this page.
Bowen Huang works for Gartner.
Bowen Huang is listed as Data Scientist at Gartner.
AeroLeads has found 1 work email signal at @gartner.com for Bowen Huang at Gartner.
Bowen Huang is based in New York, United States while working with Gartner.
Bowen Huang has worked for Gartner, Adatos.Ai, Castle Placement, Advise Technologies, and Microsoft.
You can use AeroLeads to view verified contact signals for Bowen Huang at Gartner, including work email, phone, and LinkedIn data when available.
Bowen Huang holds Master Of Arts (M.A.), Statistics from Columbia University.
Bowen Huang is listed with skills including Python, R, Sql, Microsoft Office, Eviews, Spss, Data Analysis, and Machine Learning.
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