Product Engineer
I build software and AI tools that make everyday work easier.

I start by asking where people get stuck. Then I build software to make that part of their work easier. I build APIs, get apps online, and add AI features where they can help. I'm also an Informatics Engineering student at Hasanuddin University.

When I visited Samata Green House, I learned that the team checks water from four sources every day. What if they could see all those readings in one place?

I'm building Hydro-LLM with students from Indonesia and Myanmar through the SOI Asia CBR Seed Pilot Program. The website will show water readings from sensors. We're also exploring how AI could suggest what growers should check next. I help set up the server, get the app online, and connect the sensor data to the dashboard.

I'm part of the Unhas AI team. We're building AI tools for everyone at Hasanuddin University, including students, lecturers, and staff.

• AEE · Graduation data. Help university staff see how many students graduate on time and how that number changes over time.
• RPS · Course planning. Help lecturers draft semester plans and prepare assignments, tests, and materials for class.

A student wants to know if they can take a course. The answer might be spread across several campus documents. My thesis looks at RAG, a way for AI to look up information before it answers.

I plan to test 144 setups with Qdrant and Milvus, two tools that help search the documents. I'll check if each setup finds the right information, gives good answers, and responds quickly. I'll also measure how much text the AI needs to read, then test the setups I choose with new questions and more documents.

I write notes, make videos, and run workshops about what I learn. At The Prompt Builder, we wrote prompts for Gemini and checked its answers together. I also share updates as we build Hydro-LLM.

I received Best Graduate awards from Dicoding's Asah program and Pijak, a program run with IBM SkillsBuild. My Asah team also won Best Capstone Project.

Working on something? Tell me who it's for and what you want to make easier.

• Product ideas · Decide what to build first and make a version people can try.
• Backend and cloud · Build APIs, connect services, and get your app online.
• AI tools · Build and test an AI tool that answers questions using your own documents.