Mengyong LeeinTowards AWSHere’s How to Speed Up Your AWS SageMaker Training with Elastic File System (EFS)While training a Computer Vision model on SageMaker, I noticed that the speed of the model training is limited by the data transfer from S3…Oct 20, 2022Oct 20, 2022
Mengyong LeeinTowards Data ScienceBuilding a Semantics Segmentation Computer Vision Algorithm for Deployment on the EdgeTechnical challenges and learnings in a production Computer Vision projectJan 29, 2022Jan 29, 2022
Mengyong LeeinTowards Data ScienceSQL Complexity and 8 Different Ways to Join TablesRecently while working on Salesforce Marketing Cloud platform, a colleague and I came across an SQL query written by an external vendor in…Oct 20, 20192Oct 20, 20192
Mengyong LeeinTowards Data ScienceOptimizing Customers’ Journey in Omni-Channel RetailingHi, I am a Senior Marketing Science Analyst of a global beauty-retail company. The company that I work for is one of the most…Jun 26, 2019Jun 26, 2019
Mengyong LeeinTowards Data ScienceData-Driven Approach to Understanding HDB Resale Prices in Singapore82% of all Singaporean lives in a flat built by the HDB (Housing Development Board). Buying a HDB flat is one of the most talked about…Jan 15, 20191Jan 15, 20191