Jiaqi Wang
Hong Kong, China
Summary
🤩
Rockstar🎓
Top SchoolJiaqi Wang is a research-focused software engineer and PhD candidate in Information Engineering at The Chinese University of Hong Kong with a decade of experience in computer vision, specializing in object detection and instance segmentation. They have academic research background reinforced by an internship at Microsoft Research Asia’s multimedia search group and practical open-source impact as a back-end developer and ML engineer on the widely used OpenMMLab mmdetection toolbox. Jiaqi’s contributions include stabilizing training and inference APIs, extending COCO dataset handling for variable proposal shapes, and refactoring configs and code to improve robustness for real-world detection pipelines. Based in Hong Kong, they bridge rigorous research and production-ready engineering, favoring API-level improvements that make advanced vision models easier to train and deploy.
9 years of coding experience
本科, 软件工程, 本科, 软件工程 at Sun Yat-sen University博士, Information Engineering, 博士, Information Engineering at 香港中文大学
Github Skills (9)
object-detection10
computer-vision10
pytorch10
machine-learning10
api10
coco10
mscoco10
python10
apidoc10
Programming languages (3)
Github contributions (5)
open-mmlab/mmdetection
Oct 2018 - Jun 2021
OpenMMLab Detection Toolbox and Benchmark
Role in this project:
Back-end Developer & ML Engineer
Back-end Developer & ML EngineerContributions:1 review, 32 commits, 25 PRs in 2 years 8 months
Contributions summary:Jiaqi primarily contributed to the development of high-level APIs for the `mmdetection` library. Their work involved adding and fixing bugs related to training and inference APIs. The user also made changes to the datasets, specifically the COCO dataset, to support proposals with shapes (n, 5) and (n, 4). The user made a few modifications to existing config files, and also refactored and updated code.
retinanetbenchmarkfast-rcnnopenmmlabsemisupervised-learning
myownskyW7/mmdetection
Oct 2018 - Jun 2021
Open MMLab Detection Toolbox
Contributions:151 commits, 2 PRs, 293 pushes in 2 years 8 months
toolboxobject-detection
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