Explore my projects where I use Python, TensorFlow, PyTorch, Tableau, and
other tools to turn data into insights. From predictive models to data
visualizations, see how data science and machine learning solve real-world
problems.
Managed and Updated customers database using
Microsoft Excel
and Python, develop a visualization using Tableu and Power BI
Developed dashboards using Tableau and Power BI to
present actionable insights.
Conducted predictive analysis to identify trends and
patterns in customer behavior using LSTM method.
Analyzed credit and savings data across all regions
in Indonesia to enhance KPIs and overall performance.
Tool used: Python, Tableu, Ms Excel, Power BI
Ruangguru Engineering Academy+
Machine Learning
Bootcamp (July - October 2023)
Built a solid foundation in data exploration,
focusing on key principles and theories.
Gained hands-on experience with PyTorch, including
model building, pipeline development, and transfer learning.
Developed practical skills in Natural Language
Processing (NLP) for processing and analyzing human language.
Learned SQL for efficient data querying and
management, enhancing database analysis capabilities.
Tool used: Python, SQL, PyTorch, Google Colab
Bangkit Academy 2023 led by Google, Tokopedia, Gojek,
& Traveloka
Machine Learning cohorts
Study independent (January - July 2023)
Acquired comprehensive knowledge and expertise
through formal academic pursuits in Machine Learning and AI.
Developed aptitude for data preprocessing, feature
engineering, model selection, and evaluation using Python.
Successfully completed challenging AI projects and
assignments, which honed my problem-solving skills and provided practical
experience in applying Machine Learning models to real-world scenarios.