Singapore, Singapore
I enjoy creating product that could bring smile to every customer’s face. My knowledge in Data Science and Analytics contribute to the development team by helping us to know how customer is using our product and highlight all the potential problem as well as new areas for us to explore. Experience in using machine learning to build model that are capable of detecting or predicting anomalous event. As a result, the product become “smarter” and react in a more personalize way when such event occurs, thus making customer more satisfied. Experience in creating microservice using Python or Javascript allows me to build model that are deployable in production environment.
Using Machine Learning to create product to assist Charterer and Trader to make better and informed decision. - Create ML model using AWS Sagemaker to do prediction - Perform ETL and data analysis on big data using AWS Athena SQL - Deploy model and ETL through AWS ECS and lambda - Use AWS Step function to orchestrate data flow
• Lead a team of Data Analyst to perform Data Analytics • Build and Deploy model to automate detection or predict of certain event • Setup CI/CD environment for fast deployment of backend Python microservice using Docker. • Built Live Dashboard for stakeholder to monitor performance • Digitalize the marketing and fleet operation team
- Research and build model to automatically detect object on image - Developed a Geo Spatial Data Lake capable of fast retrieval and tagging of large image file - Developed an AI system for Drone - Developed a system to Geo reference image and video