Jianqiang Zhou
Independent ML Engineer at Self-employed
Paris, Ile-de-France
Summary
👤
Senior🎓
Top SchoolJianqiang Zhou is a machine learning engineer and physicist based in Paris with nine years of experience building and deploying computer vision and image-quality models for product and research teams. He holds a Ph.D.-level research background and has translated that into industry impact—training multi-task ResNet, ViT and Swin Transformer models, optimizing HDR/SDR mixed-bit-depth pipelines, and deploying reproducible ML stacks with DVC, MLflow and FastAPI. Jianqiang has led end-to-end projects from data annotation and algorithm design to production APIs, improving detection and segmentation systems and cutting false positives through tailored deep-learning solutions. His work blends strong quantitative rigor from optics and image/color science with pragmatic engineering: he is equally comfortable deriving algorithms in Python and running scalable experiments in production. A detail that sets him apart is his focus on real-world viewing conditions and dataset curation, not just model architecture, to boost perceptual performance.
9 years of coding experience
9 years of employment as a software developer
École PolytechniqueBachelor's degree, optoelectronics, Bachelor's degree, optoelectronics at Harbin Institute of TechnologyMaster's degree, Engineering Physics/Applied Physics, Master's degree, Engineering Physics/Applied Physics at Ecole Normale superieure de Cachan
French, English, Chinese
Github Skills (28)
python8
shadow-removal8
jekyll8
resume8
s-function8
cv-template7
machine-learning7
gpu7
jekyll-theme7
deep-learning7
neural-network5
numpy5
camera-calibration5
paddleocr5
ocr4
Programming languages (3)
Github contributions (5)
mxz2013/CumuPy
Feb 2017 - Oct 2019
Contributions:1 release, 67 commits, 65 pushes in 2 years 8 months
python-codepythonexpansions-functionphotoemission
mxz2013/jianqiang_sky_zhou
Nov 2019 - Apr 2025
A minimal Jekyll Theme to host your resume (CV)
Contributions:241 pushes, 6 branches in 5 years 5 months
hostjekyll-theme-minimaljekylljekyll-themecv-resume
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