Experience

IGG Canada

• Canada
• Mobile Gaming Apps
• 1 - 100 Employee

• Game Designer

  • Aug 2023 - Present



ByteDance

• China
• Software Development
• 700 & Above Employee

• Game Data Analyst

  • Jun 2022 - Oct 2022

  Conducted data analysis of 2 mobile game projects: Mission EVO (sandbox survival) and Project RushB (FPS). • [Dashboards Development] Created dashboards from multiple data sources to monitor player behavior (team up times, resources consumption, number of battles…) and campaign performance (retention rates, playing times…) for a 10+ member operation team. • [Data Processing] Extracted, cleaned and pre-processed over 2TB user behavior data from the data warehouse using SQL & Python. • [Analysis Report & Game Optimization] Analyzed technical & user behavior data to evaluate game play design and performance, provide insights and actionable recommendations in visually engaging reports for review by a cross-functional team over 30 people, resulting in optimized monster design & tutorial levels and a significant increase in day 2 retention among core players to over 70% Show less



ZTE Corporation

• China
• Telecommunications
• 700 & Above Employee

• Bigdata Engineer

  • Dec 2021 - Jun 2022

  • [AI Modules Development] Developed and tested modules of a low-code machine learning platform. Used Pytorch and Scikit-learn to develop algorithms include Random Forest, XGboost, Multilayer Perceptron to automate signal base physical angle adjustment. • [Data Processing] Pre-processed 12 months of telecommunications data using Python, normalized and transformed data for analysis and reporting. Developed and maintained scripts for automating data cleaning processes. • [Analytical Reports] Generated data analysis reports with charts & plots using data filtering and convergence into hour/day/week levels for each region to identify unusual signal patterns and find potential causes. Show less



Western Coast Enterprise Ltd.

• Canada
• Wholesale Import and Export
• 1 - 100 Employee

• Export operation coordinator

  • Nov 2018 - Feb 2021

  • [VBA Automation] Spearheaded an automation project for data input and documentation processes, utilizing VBA and Excel spreadsheets to create efficient automation tools. Successfully reduced a 5-hour manual input task to just 10 minutes, resulting in significant cost savings for the company. • [Data Processing & Market Research] Conducted market research, data collection and data cleaning. Presented insights to the general manager, contributing to company expansion in China. • [Project Management] Managed end-to-end lumber & log commodity trading projects, including sourcing, negotiation, transportation, and delivery to clients Show less