Projects
Selected tools, dashboards, and course materials I have developed.
LUMENS — Land Use Planning for Multiple Environmental Services
Tools: Python, R, C++, HTML
Led and contributed to the design, development, testing, and documentation of LUMENS — a modular application suite for sustainable landscape management used across Indonesia and Southeast Asia, developed at ICRAF/CIFOR-ICRAF (2013–2024).
Indonesia Climate Risk Dashboard
Tools: Python, Shiny
An interactive dashboard for visualizing climate risk data across Indonesia, developed using temperature and precipitation data from Terra Climate. The dashbboard also combined the generated credit scoring data to provide a comprehensive overview of climate risk for different regions.
Statistical Modelling on Geospatial Data — Bookdown
Tools: R, Bookdown
An open online book on statistical modelling applied to geospatial data, covering spatial regression, small area estimation, and related topics.
Inter-Regional Input-Output Analytical Dashboard
Tools: Python, Streamlit
An analytical dashboard for exploring Table Inter Regional Input Output (IRIO) data, enabling economic sector analysis across Indonesian regions.
AHP Simulation Dashboard
Tools: R, Shiny
An Analytic Hierarchy Process (AHP) simulation dashboard for supporting land use decision-making, built as part of landscape planning tools for natural resource management.
Course Materials — Quarto & R Markdown
Tools: R, Quarto, R Markdown
A collection of course materials published via RPubs, covering Computational Statistics, Statistical Data Management, Network Analysis, Spatial Statistics, and Machine Learning.
Introductory Statistics & Data Analysis — Shiny App
Tools: R, Shiny
An interactive web application introducing fundamental concepts in statistics and data analysis, designed for students in introductory statistics courses at IPB University.