This page highlights projects where analytics, AI, automation, research, and education create practical value.

Analytics

Tableau dashboard collection

Public dashboards that turn dense datasets into visual stories for insurance, hospitality, music, and retail.

Value: helps stakeholders compare performance and act faster.

View project

Education

ESPLOOR learning platform

A free learning initiative that evolved from classes into broader community and research support.

Value: expands access to practical digital and data skills.

Program overview ESPLOOR

AI

AI chatbot prototype

An LLM-based experiment that explores conversational interfaces for practical assistance.

Value: shows how AI ideas can become accessible user experiences.

Read overview

Healthcare concept

Speech therapy aid

An applied collaboration to support children with speech delay through therapist-assisted and home use.

Product design

Ergonomic pillow study

An early research project on sleep quality, anthropometry, and ergonomic comfort for Indonesian users.

Operations

Workflow automation in financial services

A series of internal automation and monitoring efforts that reduce repetitive work and improve visibility.

Some work is public and linked here. Some projects are summarized because the detailed implementation is internal.