Projects

Selected work

Academic and applied projects across business process analysis, systems modeling, and data design.

01

Business Analysis Projects

2024 – 2026

Business Performance Analysis & Data Visualization

  • Analyzed business performance through market trend analysis, root cause identification using the Ishikawa Diagram, and data-driven evaluation of organizational challenges.
Power BIRapidMinerMicrosoft Excel
02

System Analysis & Design

2024 – 2026

Systems Analysis & UML Modeling

  • Modeled business requirements and system workflows by developing UML artifacts, including use case diagrams, activity diagrams, system sequence diagrams (SSDs), and three-layered sequence diagrams.
  • Documented functional requirements and system interactions to support solution analysis and software design.
Visual Paradigm

Documentation

Use case diagram, JavaRata information system
Use case diagram, JavaRata information system
Activity diagram, registration and ordering flow
Activity diagram, registration and ordering flow
Three-layered sequence diagram, stylist booking
Three-layered sequence diagram, stylist booking
Class diagram, domain model
Class diagram, domain model
03

Process & Data Modeling

2026

Database Design & Process Modeling

  • Designed conceptual database structures and business process models, including Entity Relationship Diagrams (ERDs), information architecture sitemaps, and user flow diagrams.
  • Produced system design documentation to improve data organization, navigation structure, and overall application planning.
FigmaVisual Paradigm

Documentation

Entity relationship diagram, physical data model
Entity relationship diagram, physical data model