Bin Jia
AML Seed Machine Learning System Developer at 字节跳动
Singapore, Singapore
Summary
🤩
Rockstar🎓
Top SchoolBin Jia is an AML Seed Machine Learning System Developer with six years of experience building training and inference platforms, currently working at ByteDance in Singapore. He holds a Master of Computing in Computer Science from NUS and a strong undergraduate foundation from Huazhong University of Science and Technology. Bin focuses on MLSys problems including LLMs and CUDA kernel development, blending systems engineering with algorithmic insight to optimize end-to-end ML pipelines. His background spans industry roles at HPC-AI Tech and ByteDance, where he has tackled production ML infrastructure challenges. Colleagues describe him as a pragmatic engineer who pairs rigorous academic training with hands-on CUDA and inference optimization work that quietly improves throughput and latency at scale.
6 years of coding experience
1 year of employment as a software developer
Bachelor of Computer Science, Computer Science, 3.82/4, Bachelor of Computer Science, Computer Science, 3.82/4 at 华中科技大学Master of Computing, Computer Science, 4.5/5, Master of Computing, Computer Science, 4.5/5 at 新加坡国立大学
Github Skills (18)
post-training10
hpc10
inference10
large-scale10
distributed-computing10
data-parallelism10
deep-learning10
ai10
foundation-models10
pytorch4
machine-learning4
quantization4
llm3
large-language-models3
oracle-database2
Programming languages (2)
Github contributions (5)
ByteDance-Seed/seed-oss
Aug 2025 - Sep 2025
Contributions:3 PRs, 2 pushes, 1 branch in 25 days
FoolPlayer/ColossalAI
May 2023 - May 2023
Making large AI models cheaper, faster and more accessible
Contributions:1 push in 1 day
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