At PDAM Kota Palu, I mapped distribution pipe routes in QGIS as a planning intern. I also surveyed installation conditions and estimated the pipe length needed for new customer connections.
I worked with the planning team to validate field data in a digital mapping system, connecting on-site observations with GIS records.
During my Informatics Engineering studies at STMIK Bina Mulia Palu, I built a website for my final project and created an AI chatbot using Python, training its model with data from the internet.

