Associate Data Scientist
Orient Overseas Container Line
Jul 2018 - Oct 2025 (7 years 4 months)
- Developed a Python pipeline leveraging a Large Language Model (LLM) to automate the migration of business logic from TIBCO BusinessWorks to Groovy, saving manual migration time by 80%.Deployed AI solutions using Kubernetes on Azure platform and on-premise infrastructure, which enhanced scalability and reduced operational overhead.
- Optimized a LightGBM model with feature engineering, scaling, and undersampling to improve demand forecasting, boosting prediction accuracy by 10% to enhance vessel space utilization.
- Engineered an OCR automated processing service to extract structured data from document images.
- Built interactive dashboards to analyze machine learning model training results and monitor production prediction accuracies, fac