Portfolio
Projects
Analyses from business analytics competitions, dashboards I built on my own, and automations from my work as a Data Analyst. Each one has the context, the approach and the insights.
Competition★ Champion, Business Intelligence Season 8 (UEL)Logistics System Analysis
Team-based analytics project focused on optimizing logistics operations through customer segmentation, operational insights, and forecasting models
LogisticsOperations analysisCustomer behaviorForecastingProphetNetwork optimization
Competition★ 5th Place, RMIT Business Analytics Champion Season 5Customer & Loan Portfolio Analysis
SHBFinance, a consumer finance company established in 2016, seeks to analyze its customer base and loan portfolio performance during 2022–2023 in order to generate strategic recommendations for improving business outcomes
Consumer financeCustomer profilingK-MeansYoY analysis- Competition★ 5th Place, RMIT Business Analytics Champion Season 5
Risk Management for Loan Portfolio
Data-driven risk analysis of SHBFinance’s loan portfolio to detect high-risk customers and strengthen repayment management
Credit riskRandom ForestDelinquency analysisPredictive modeling 
PersonalGarbage Classification
Machine learning system that classifies garbage into 6 classes to support environmental awareness and waste reduction.
PythonMachine LearningResNet50API
PersonalPower BI Digital Marketing Dashboard
Power BI interactive dashboard for the marketing department to monitor customer journey and marketing funnel metrics for each campaign.
Power BIMarketing analyticsFunnel analysisDashboard
At workAutomation Power BI Bot
A mini-project at my company to automate the capture of the Power BI dashboard and send it to Telegram & Lark group chats
Power BIPythonTelegramLarkAutomation
At workAutomated KPI Report
An OKR project of my team to evaluate the performance of all staff in the SME department
Power BIBigQuerySQLApps ScriptKPI tracking