David Tan
About David Tan
David Tan is a Lead ML Engineer known for enhancing coding practices to allow for local testing and fast feedback.
David Tan - Lead ML Engineer
David Tan holds the position of Lead ML (Machine Learning) Engineer. His work encompasses significant responsibilities in the development and optimization of machine learning models and systems. As a lead engineer, he plays a pivotal role in advancing the technical capabilities of his team, ensuring they adhere to best practices in software development and machine learning.
David Tan Improving Development Workflow
David Tan is instrumental in refining the development workflow to avoid the antipattern of needing to push code to find out if something works. He has implemented methods that allow for local code updates, running tests efficiently, and getting immediate feedback. This approach facilitates extensive iterations and enables engineers to make atomic git commits, thereby enhancing productivity and code quality.
Code Updates and Testing Processes by David Tan
David Tan has streamlined the processes for updating code and running tests within the development environment. By allowing engineers to perform these tasks locally, he ensures they receive fast feedback on their work. This method not only accelerates the development cycle but also supports continuous improvement and iteration of code before it is committed.
David Tan's Contribution to Git Workflow
In his role, David Tan has significantly contributed to the efficiency of the git workflow. His efforts enable developers to make atomic commits—small, self-contained changes—that improve the trackability and reversibility of changes. This practice aids in maintaining a clean and manageable codebase.