Enterprise Data Warehouse Initiative
Designed analytical data models and warehouse structures to consolidate CRM, finance, and operational data.
About
I am a data engineer and exploring the horizons of data with ai. Used to work as a data analyst but now i am creating tools and sites that can bring an impact into people's lives and show how ai can assist us in this new era.
Experience
2024 — Current
Data Analyst at Karage
Designed and maintained interactive Tableau and Zoho Analytics dashboards tracking GMV, transaction activity, and branch performance. Automated data preparation and dashboard refresh workflows, reducing report generation time by 60%.
2024 — 2024
Software Developer at Senang.io
Developed full-stack applications and RESTful APIs supporting insurance operations and machine-learning workflows. Tested and optimized application workflows using caching and asynchronous processing to improve performance.
2023 — 2024
Undergraduate Research Assistant at Monash University
Conducted research on Neural Radiance Fields using PyTorch, achieving a 15% improvement in 3D reconstruction accuracy. Evaluated model outputs and performance metrics across multiple configurations.
Projects
Credit Risk Analytics Platform
Developed a predictive model for loan records achieving 92% accuracy through feature engineering and model optimization.
Customer Churn Predictor
Built a churn prediction model achieving 85% accuracy using XGBoost and Bayesian optimization.
Education
2020 — 2023
Bachelor of Computer Science in Data Science at Monash University
Skills
TableauSQLPythonZoho AnalyticsData VisualizationETL PipelinesBigQueryPostgreSQLMachine LearningData Modeling