Fang You Email & Phone Number

Mountain View, CA, US

Shanghai, China

• Responsible for the daily management and work coordination of the 6-person product team. Align and connect the business with procurement/sales/engineering and various functional departments. Increase the impact of.
• Drive the product work of each online system from scratch, complete the MVP version and integrated the first batch of customers within a 4-month ramping up period. Product spanned 10+ major airports in EU, NA, SEA and.
• Establish SOP for the entire system, covering the entire process from demand planning to actual implementation, eliminating obstacles to team collaboration and paving the running-in period for new employees.
• Provide cross-system integration technology and process support for external clients and 10+ downstream suppliers.

Nashville, Tennessee, United States

• Partnered with AVOC’s Operations Managers, Project Managers and other project teams to build and optimize metrics for CV and ML related prototypical operational improvements in Amazon’s global fulfillment centers.
• Managed and tracked various teams’ Subject Matter Experts’ KPI and other data needs. Used Amazon QuickSight to iteratively build, maintain and automate highly visualized team and individual level data platforms.
• Explored Amazon's extensive data resources and tools to understand business trends related to the AVOC mission and to identify key business opportunities.

Mountain View, California

• Worked with management to prioritize business and information needs and to locate and define improvement opportunities of existing processes and products.
• Conducted A/B testing, cohort analysis, time series, hypothesis testing etc. to study customer acquisition and retention rates and to predict growth trends.
• Used R and SQL to develop and implement data infrastructure for company’s new Medicare business. Built and maintained data collection systems, corporate wiki, etc. that optimize analytics efficiency and quality.
• Translated Product, Operations and Sales teams’ business and data needs into Looker, Google Spreadsheet and Periscope based dashboards using advanced data analysis and data visualization techniques.
• Interpreted data using statistical methods to create ongoing reports that drive informed business decisions.

Charlottesville, Virginia Area

• Develop new models and examine existing models to help physicians prioritize medical resources and improve patient experience.
• Cleaned and recoded highly imbalanced data from multiple government sources. Applied various data imputation and recoding methods and examined their effects on the accuracy and precision of reports and predictions.
• Conducted feature engineering to identify key metrics. Proposed new data reporting framework with visualization to help physicians prioritize medical resources and improve patient experience.
• Explore novel component analysis and machine learning methods such as autoencoder, classifier chains, etc.

Charlottesville, Virginia Area

• Conducted exploratory data analysis and produced rich visualizations to uncover preliminary patterns in data.
• Built machine learning models such as Support Vector Machine, Random Forest, Gradient Boosting, K-Nearest Neighbors as well as Ordinary Least Squares. Attempted ensemble modeling.

Charlottesville, Virginia Area

• Web-scraped IMDb’s ranking list to analyze factors that contribute to movies’ popularity.
• Cleaned, validated and normalized data for standardized analysis of numerical and descriptive movie data.
• Created user-interactions that allow users to customize their movie search queries.
• Prepared reports and presentations to present results of the analyses to professionals from various industries.

Greater Pittsburgh Area

• Addressed students' questions and provided assistance to professor during lecture.
• Graded students' weekly lab assignments and provided timely and constructive feedback.

Greater Pittsburgh Area

• Led and supervised more than 30 students to prepare them for final projects.
• Held 3 hours of office hours per week to enhance students’ Chinese speaking, grammar and cultural understanding.

Greater Pittsburgh Area

• Designed AuraWait, an end-to-end wait staff management system that leverages ambient lighting and controls per table to drive real-time table management and analytics.
• Conducted market researches for local small dining businesses and ethnographic studies for diners and other relevant stakeholders.
• Established and evaluated AuraWait's brand image, target audience needs and marketing strategies.
• Conducted competitive analyses to assess SWOT of AuraWait and potential competitors.
• Proposed product prototype and system demo in front of academic and industry professionals.

Beijing City, China

• Collaborated with hardware and software engineers to define and develop algorithm patent to analyze error logs of enterprise storage system and trace down dysfunctional components.
• Led weekly discussions with stakeholders and patent review committee members to iteratively improve the scope and structure of the patent. Provided consulting to stakeholders using graphs and plain language.

Greater Pittsburgh Area

• Collaborated with 2 technical consultants 12 hours per week to develop new features for Oppia, Google’s open-source interactive educational web application for the NGO Blue Sky Fund.
• Used Python and AngularJS to extend Oppia’s framework that would allow teachers to create engaging lessons for their students on-demand.
• Contributed our features to Oppia’s open-source community such that they could be maintained and would be available to all Oppia users.

Shanghai City, China

• Managed company databases of physicians and hospitals nationwide using Navicat and processed 2.7 million records from 20 provinces.
• Built two websites for company's subsidiary consulting services.
• Participated in the agile development of online questionnaires of investigations. Communicated with clients and prepared presentation materials.

China

• Translating Chinese scripts of an animated horror television series into English

Singapore

• Worked in a university-owned lab of Otolaryngology Department and reported the progress of experiments to professors and colleagues.
• Collected and analysed over 1000 sample tissues of patients.

Greater Pittsburgh Area

• Contracted translator of Tsinghua University Press
• Translated an English book about early childhood education into Chinese
• Collaborated with the editor on proofreading and planning for publication

Bachelor Of Science - Bs, Information Systems

Master Of Science - Ms, Data Science

Additional Major, Statistics

Minor, Philosophy, 4.0

High School, Mathematics

Activities and Societies: Raffles GAVEL ClubRaffles GAVEL Club: - member of school oratory club - train students who want to improve on.

Secondary School

- Leader of a debate team that represented the school. Champion of the 4th Secondary School Chinese Debate Friendly Match(2010), second in.