Portfolio

All Projects

5 projects across 3 domains

computer visionFeatured

Traffic Trend Analysis in Tourist Areas

Real-time vehicle counting and density estimation for tourist-area traffic management using YOLOv8.

YOLOv8OpenCVComputer Vision+2

President University x Dishub Central Aceh

Jan 2026 – Jul 2026

data scienceFeatured

Early Warning Medical Project

Disease monitoring system identifying respiratory illness risk factors via EDA and real-time API data mining.

EDAData MiningAPI Integration+2

PT Salam Pacific Indonesia Lines

Sep 2025 – Oct 2025

data analyticsFeatured

Marketing Dashboard & Funnel Prediction

Interactive analytics dashboard and predictive funnel model with role-based authentication.

Machine LearningDjangoREST API+2

President University

Jun 2025 – Aug 2025

data science

Student Performance Classification

ML model predicting academic performance with tailored learning recommendations, 90% accuracy.

Scikit-learnEDAOne-Hot Encoding+2

President University

May 2025 – Jul 2025

data analytics

Ship Operation Systems

Transformed raw multi-header Excel ship operation data into clean, analysis-ready datasets.

PythonPandasETL+2

PT Salam Pacific Indonesia Lines

Oct 2025 – Nov 2025