fu yang

* Machine Learning for Proactive Monitoring Alerts， Practicum @Wiley * Implemented data cleaning and made exploratory analysis and sentiment analysis * Used machine learning to implement clustering analysis on alerts and gave recommendations * Visualized results of analysis with Tableau and made presentation to stakeholders * Analysis of Flight Delay in USA， Coursework @ Stevens * Acted as team leader to analyze flight delay data (1 G) using social network model via python and got full marks * Prediction of Bank Marketing Campaign Performance， Coursework @ Stevens * Predict customers’ subscription to long-term deposit by utilizing classification (NB, KNN)

* Main Projects: * Jelly Blast （September，2014） * Dream Bakery（September, 2013 to September，2014）； * Gardens of Time（August, 2012 to September, 2013) * Super model（march, 2012 to August, 2012) * Responsibility and Achievements: * Designing diverse operation activities for retention and revenue by analyzing data extracted with SQL * Design new systems: e.g.Decoration System made decoration consumption doubled. * Draw up an operation plan to ensure regular content and to improve the financial performance. * Communicate with producer, engineer, artist, and QA in team to make sure results are as respect while speeding up the development progress. * Localization some game content for different platform version. * Design various tasks in game to lead players how to play and to help them experience game world.

* Established monetization strategies and created operation plans to increased revenue by 45% * Utilized Python to research customer behaviors and wrote business analysis report to stakeholders. * Collaborate with stakeholders and interact cross-functionally to perform customer analysis. * Configured the campaigns via CRM tool and AB tests to improve revenues by 15% and retentions by 20%.

* Collected data from an online auction platform (rbauction.com) by web scraping * Performed data analysis with statistical methods to increase the accuracy of model * Processed data with numpy, pandas, regular expression and scipy in python * Communicated data-driven insights and recommendations with stakeholders by visualization in Power BI * Provided data analysis and data support to other departments like Procurement and Finance as needed

Offered solutions to parents and students who wanted to improve student's learning.

* Main Projects: * Global Operation: * Order & Chaos II * Order & Chaos * Heroes of Order & Chaos * Local Operation: * Spider Man Unlimited * World at Arms * Responsibility and Achievements: * Draw up long term operation plan for each game to improve conversion and revenue. * Analyze the result of operation campaigns and provide report. * Operation and monetization definition with Business Performance Manager to maximize revenue. * Cooperate with production team and cross function team(such as marketing and community) to maximize the effectiveness. * Configure the campaigns via CRM tool and ensure they go live successfully.

Certificate and Rewards: IELTS 6; CET-6; National Computer Rank Examination（Grade: 3 ; Language: C）; Scholarship for 3 times; Won the second prize in college English speech contest.