Published deep learning research
Research using EfficientNetB3 published in a SINTA 2 accredited journal, with 99% test accuracy.
Data Analyst & Machine Learning Practitioner
I am a mathematics graduate from Universitas Ahmad Dahlan with a focus on data analytics and data science. I work with Python and SQL to explore data, build predictive models, and communicate findings through clear visualizations and dashboards. My experience spans employee attrition analysis, deep learning research, and mentoring machine learning learners.
PythonSQLMachine LearningData Visualization
A few things I've been working on and learning along the way.
Research using EfficientNetB3 published in a SINTA 2 accredited journal, with 99% test accuracy.
Graduated with an Excellent Grade from Rakamin Academy.
Supported practical learning at the Data Science Study Center, Universitas Ahmad Dahlan.
Exploring questions, finding patterns, and making data useful.
Analyzed 1,470 employee records with a team to identify attrition risk factors and develop business recommendations. Built prediction models with Python, Pandas, Scikit-learn, and CatBoost, presented in an interactive Streamlit dashboard.
Applied and analyzed machine learning models as a final project, covering regression, classification, and clustering.
A practical data processing and analysis project using Python, Pandas, NumPy, and Matplotlib.
Published in a SINTA 2 accredited journal. The model achieved 99% test accuracy.
Data Science Study Center, Universitas Ahmad Dahlan · Prepared learning materials and practical assignments on CNNs, model training, evaluation, and data augmentation. Guided participants through a capstone project.
Universitas Ahmad Dahlan · GPA 3.67 / 4.00
Rakamin Academy · Excellent Grade
Data Science Study Center, Universitas Ahmad Dahlan
Data Science Study Center, Universitas Ahmad Dahlan · Grade A
Data Science Study Center, Universitas Ahmad Dahlan · Grade A
I'd love to hear about it.