Machine Learning Weather Analytics & Power Outage Prediction
End-to-end machine learning solution to analyze weather conditions and predict electricity outage risks using more than 14,000 hourly weather observations.
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Portfolio
Data Science
Business Intelligence
I transform complex datasets into actionable insights through machine learning, data visualization, and analytical thinking.
Data ScienceBusiness IntelligenceProduct Analytics
Information Systems Undergraduate, Universitas Indonesia. Focused on analytics, machine learning, dashboarding, and product-oriented digital solutions.
About
About me.
A concise profile shaped around data, business context, and user-centered product work.
I am a third-year Information Systems undergraduate at Universitas Indonesia with a strong interest in Data Science, Business Intelligence, and Product Analytics.
I enjoy turning complex datasets into practical insight through machine learning, visualization, and structured analysis.
Beyond analytics, I have experience building end-to-end digital products, from user research and feature design to full-stack application development. I focus on solutions that connect technical execution with business problems and user needs.
Experience
Management Information System Intern
BI dashboarding, data validation, finance administration support, and reporting workflow improvement.
Management Information System Intern
Finance • Manufacturing • Reporting Workflow
June 2025 – August 2025
- Developed interactive Power BI dashboards for Finance and Manufacturing reporting.
- Processed and validated operational datasets using SQL and Python.
- Supported payment documentation and finance administration workflows.
- Documented approval workflows and resolved data synchronization issues.
Impact: Improved reporting efficiency and supported data-driven decision making across Finance and Manufacturing teams.
Power BISQLPythonBusiness IntelligenceData Processing
Machine Learning 
Full-stack Analytics SpeedView: Formula 1 Analytics Platform
Cross-platform Formula 1 analytics platform that transforms racing data into interactive insights across web and mobile applications.
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UX Research Kelana: UX Research & Mobile App Design
Mobile application prototype that helps travelers discover destinations, plan trips, communicate with local communities, and understand the social impact of their journeys.
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Skills
Skills & tools
Grouped by practical portfolio function: analytics, machine learning, UX/product, and engineering delivery.
Data & Analytics
SQLPythonData CleaningFeature EngineeringVisualizationKPI AnalysisPower BI
Machine Learning
ClassificationRegressionClusteringXGBoostLightGBMOptunaModel Evaluation
Product & UX
User ResearchPersonasJourney MappingUser FlowInformation ArchitectureFigma
Engineering
DjangoREST APIPostgreSQLFlutterFull-stack DevelopmentDocumentation
Contact
Let’s turn data into insight.
Email me for data analytics, dashboarding, machine learning, product analytics, or UX research collaboration.