Portfolio · 2026
Machine Learning / AI Enthusiast
Computer Science freshgraduate and Data Scientist with focus on Machine Learning and Artificial Intelligence. Experienced in developing practical machine learning models, AI-powered applications, Retrieval-Augmented Generation (RAG) systems, AI agents, and automated workflows using tools such as n8n and LLM platforms. Interested in applying data-driven and AI technologies to build practical solutions and intelligent applications.
Dian Nuswantoro University, 2026
Developed a machine learning model using Linear Regression to predict real estate / property prices. The project is designed to provide prospective property sellers with an estimated property value that can be used as an initial reference when determining a selling price.
Developed a simple machine learning application for estimating a person's BMI based on relevant input data. The project demonstrates the application of machine learning to a straightforward personal health-related prediction use case.
Developed a classification model to identify diabetes-related categories based on eating behavior and lifestyle data. Applied hyperparameter tuning to improve the model configuration and evaluate classification performance.
Built a simple Retrieval-Augmented Generation (RAG) workflow using n8n to connect data retrieval with an AI/LLM-based response process.
Developed a semi-agentic workflow using n8n, combining automated workflow execution with AI-based decision-making.
Built a personal AI assistant using n8n for practical productivity tasks, including scheduling, planning, and brainstorming.
Developed a RAG-based AI chatbot capable of processing and handling multiple files sequentially as knowledge sources for AI-generated responses.
Set up an AI Agent capable of operating across multiple communication platforms, including Telegram and Discord. The project also includes 9routers integration for connecting AI models through a unified API interface.
BNSP (Badan Nasional Sertifikasi Profesi)
Professional certification in Associate Data Scientist competencies.
BASS Training Center and Consultant
Focused on fundamental AI literacy, including understanding, applying, and creating with artificial intelligence products.