Xiaosong Zhang
系统规划师 at 海尔
Beijing, China
Summary
🤩
Rockstar🎓
Top SchoolXiaosong Zhang is a systems planner and experienced software engineer with seven years in industrial electronics and logistics technology, currently driving system planning at JD Logistics after progressive engineering and product roles at Haier. He combines practical expertise in Java, C#, Linux and information security with hands-on machine learning work—contributing ML engineering code to the NeurIPS 2019 FreeAnchor object detection project—bringing a rare blend of production systems and applied research. A Chongqing University of Posts and Telecommunications alumnus in software engineering, he has repeatedly bridged product and engineering perspectives as both software engineer and product manager. Based in Beijing, Xiaosong is comfortable translating complex requirements into deployable systems and improving model inference and evaluation pipelines behind the scenes.
7 years of coding experience
学士, Computer Software Engineering, 学士, Computer Software Engineering at 重庆邮电大学
Chinese, English
Github Skills (5)
retinanet10
object-detection10
computer-vision10
pytorch10
machine-learning10
Programming languages (1)
Github contributions (5)
zhangxiaosong18/FreeAnchor
Sep 2019 - Nov 2019
FreeAnchor: Learning to Match Anchors for Visual Object Detection (NeurIPS 2019)
Role in this project:
ML Engineer
ML EngineerContributions:82 commits, 2 PRs, 82 pushes in 2 months
Contributions summary:Xiaosong's commits primarily involve adding and modifying files related to object detection using the FreeAnchor framework. They are introducing or updating core components like the predictor, inference engine, and loss functions. The changes suggest a focus on model configuration, evaluation, and potentially incorporating multi-scale testing.
pytorchanchorsneuripsobject-detectioncomputer-vision
zhangxiaosong18/zhangxiaosong18.github.io
Nov 2019 - Mar 2024
Contributions:63 pushes, 3 branches in 4 years 4 months
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