Tan Yu
Software Engineer at Autodesk
Singapore, Singapore
Summary
👤
Senior🎓
Top SchoolTan Yu is a software engineer with 11 years of experience building scalable ML and backend systems, currently based in Singapore and open to remote roles or relocation to Dubai and the US. At Autodesk he cut release diagnosis time by 75% and unblocked CI/CD for products serving 10M+ users, while also architecting compliance features for DoD deployment. His background spans production ML—RAG systems, LLM integrations, and MLOps pipelines—to computer vision and SLAM work (contributions to orbslam2-related SLAM code and the slambook repo). He has repeatedly translated research into production: deploying YOLOv7 for conservation work, improving time-series forecasting accuracy, and optimizing reinforcement-learning portfolios. Comfortable across cloud, containerized services, and embedded vision stacks, he pairs quantitative rigor with pragmatic automation to ship reliable systems at scale.
11 years of coding experience
1 year of employment as a software developer
Bachelor's degree, Bachelor's degree at The George Washington UniversityO Levels, O Levels at Bedok South Secondary SchoolA Level A Levels, A Level A Levels at Meridian Junior CollegeBachelor's degree Computer Science, Bachelor's degree Computer Science at Nanyang Technological University SingaporeMaster of Science - MS Computer Science, Master of Science - MS Computer Science at Georgia Institute of Technology
English, Chinese
Github Skills (5)
computer-vision10
c-language10
cprogramming-language10
slam10
eigen9
Programming languages (5)
Github contributions (5)
gaoxiang12/slambook
Apr 2017 - Jul 2018
Role in this project:
Back-end Developer
Back-end DeveloperContributions:8 commits, 2 PRs, 4 comments in 1 year 3 months
Contributions summary:Tan made several bug fixes and improvements to the codebase related to image processing and pose estimation within the context of SLAM. They addressed an issue related to image type checking and corrected an error in calculating the rotation matrix. Additionally, the user merged changes from another branch, and fixed issues related to g2o_viewer.
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