Lim Guang
Software Engineer at TikTok
Singapore, Singapore
Summary
👤
Senior🎓
Top SchoolLim Guang is a software engineer with 8 years of experience, currently building at TikTok after roles focusing on ML and backend systems at the National University of Singapore and industry experience at Infineon. He has shipped end-to-end computer vision solutions—designing self-supervised vision transformer models that reached 85% accuracy for construction site monitoring—and built scalable real-time ETL pipelines and APIs to operationalize those models. Comfortable across Python backends, Flask/Django, MySQL and MongoDB, he has improved recommendation runtimes by 60% and optimized object detection for live feeds. His background in electrical and electronics engineering and hands-on roles from data analytics to technical support give him a practical systems mindset and attention to deployment details. Known to prioritize measurable impact, he pairs research-style ML experimentation with production-grade engineering to move prototypes into live monitoring and alerting systems. Based in Singapore, he blends academic rigor with product-focused delivery and an appetite for building robust, observability-friendly ML systems.
8 years of coding experience
2 years of employment as a software developer
Bachelor of Engineering - BE, Electrical and Electronics Engineering, Honours with Distinction, Bachelor of Engineering - BE, Electrical and Electronics Engineering, Honours with Distinction at National University of Singapore
Chinese, Thai, EnglishGithub contributions (5)
LimHengGuang/8-tiles-puzzle-solver
Sep 2019 - Jan 2020
Contributions:3 pushes, 1 branch in 3 months
LimHengGuang/1718-s2
Jan 2018 - Jan 2018
Contributions:2 PRs, 4 pushes in 8 days
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