Hantao Ren
Data Analyst @BIGO
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WORK HISTORY
Data Analyst @BIGO
Beijing, CN
EDUCATION
Xi'an Jiaotong-Liverpool University
Bachelor of Science (BSc), Economics
Stevens Institute of Technology
Master's degree, Business Intelligence Analytics
University of Liverpool
Bachelor of Science (BSc), Economics
SKILLS
ABOUT HANTAO REN
I am now a student in Data Science major in Stevens Institute of Technology. The power data science has showed pretty interests me. For example, the machine learning could manage the risk in a company and also predict the future behavior.Data Scientist with track record of building out practice areas and driving innovative technology projects and programs to successful implementation. Blends machine learning skills with domain knowledge to drive strategy and execution excellence. Skilled on machine learning models, predictive analytics, R and Python development. TECHNICAL SKILLS (2 years of machine learning experience)• Python (numpy, pandas, matplotlib, sklearn, keras)• R/RStudio (dplyr, ggplot)• Machine Learning Modeling and Algorithms (ensembles, stacking)• Neural Nets / Deep Learning (Tensorflow, Keras)• Natural Language Processing / Word Embedding• Hyperparameter Bayesian Optimization• Unix/Linux, SQL, Git/GitHub• Statistics / Math• Scikit Learn, CatBoost, XGBoost, LightGBMAREAS OF EXPERTISE• Data Management, Analytics, and Visualization• Strategic Planning• Cost Reduction and Avoidance• Program / Project Management• Risk Mitigation and Management• User E••••••••@stevens.edu | 20••••••54
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