Data Scientist Fellow

Fu Yang

973-***-**** LinkedIn: /in/fu-yang-olive *********@*****.***

SUMMARY

With more than 3 years of experience in data analytics, product analysis and project management, I’m proficient in utilizing statistics and machine learning techniques in product and customer analysis to turn data into actionable decision making. On top of strong technical skills, I have rich experience in cross-functional communication. Besides, I’m a self-motivated person and a solution-oriented team player. SKILLS

SQL, Relational Databases, Tableau, Power BI, Matplotlib, Seaborn, Data Mining (Selenium, Beautiful Soup), Python

(Numpy, Pandas, Scipy, Scikit-Klearn), Regular Expression, Data processing, Machine Learning (Regression, Classification, Clustering), NLP, Experiment Design, Git, Flask, Google Cloud Platform, Big Data (Spark), R, Excel WORK EXPERIENCE

Techlent Inc 11/2019 - Present

Data Scientist Fellow

• Built a python web crawler to scrape public housing data using Selenium and Beautiful Soup

• Processed housing data, utilize NLP techniques on house description data, and engineered new features

• Built and optimized prediction models using Regression and tree-based models (Random Forest and XGBoost)

• Created queries with PostgreSQL and visualized results and dashboard of analysis with Tableau

• Wrapped the model together with the processing and featuring functions as an API using Flask and served it on Google Cloud Platform. A prototype of flask web page can be found here Colas Inc 05/2019 - 12/2019

Analyst Intern Morristown, NJ

• Developed scripts using Python to collected data from an online auction platform (rbauction.com)

• Performed data analysis with hypothesis test and predictive algorithms to increase the accuracy of equipment usage model, processed data with numpy, pandas, regular expression and scipy in python

• Generated Power BI dashboard and reports, and communicated data-driven insights with stakeholders

• Provided ad hoc data analysis and support to other departments like Procurement Team and Finance Team Gameloft 10/2014 - 03/2017

Global Operation Manager Beijing, China

• Established monetization strategies and created operation plans to increase revenue by 45%

• Utilized clustering and classification algorithms to perform customer segmentation and churn analysis

• Collaborate with stakeholders and interact cross-functionally to perform consumer analysis

• Configured campaigns via CRM and A/B tests to improve revenues by 15% and retentions by 20% Micro Fun Inc 03/2012 - 09/2014

Game Designer Beijing, China

• Experience in the start-up to design diverse operation activities for retention and revenue

• Optimized customer engagement and pay rate by analyzing data extracted with SQL EDUCATION

Stevens Institute of Technology 05/2020

M.S. in Business intelligence and analytics, Data Science Concentration (GPA: 3.91) Hoboken, NJ Harbin Engineering University 06/2011

B.S. in Finance Harbin, China

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