Data Scientist | Tookitaki: Anti-Money Laundering (AML) Solutions
- Deployed Smart Alert Monitoring system (XGBoost model) to categorize suspicious transaction reports (STR), capturing 85% of high-risk reports, achieving 40% report reduction with 2.31% misclassification rate.
- Performed data validation with PySpark and SQL on bank’s high-volume customer and transactional data loaded on Apache Hive to remediate data gaps.
Technology Consultant Intern (Data Analytics Team) | EY Technology Solutions
- Designed SAP Analytics Cloud dashboard to enable data-informed investment guide by discovering real-estate market patterns. Compared 5 regression models to build predictive model on housing prices with 85% R2 score.
- Won 2nd runner up in SAP Hack2Build in collaboration with Microsoft. Devised a seamless business solution with integration of SAP Business Technology Platform and Microsoft Azure Machine Learning Studio.
Web Developer Intern | Goody Technologies
- Developed company e-commerce website using PHP Laravel (MVC) framework and MySQL database that expands company’s source of revenue and accelerated sales within 4 months.
- Collaborated with business stakeholders to gather requirement and maximized team efficiency by conducting weekly meeting updates and using collaboration tools (Bitbucket).
