Jackon Yang
Team Lead at A startup Company
Shanghai, Shanghai, China
Summary
👤
Senior🎓
Top SchoolJackon Yang is an experienced Team Lead based in Shanghai with 11 years' experience building data platforms and NLP solutions for startups. He combines hands-on Python and machine learning expertise with practical leadership as a former Scrum Master and current lead guiding cross-functional teams. His background in physics informs a methodical approach to model development and data engineering, and he has applied that to projects like an image CAPTCHA solver using TensorFlow and CNNs that achieved over 90% accuracy. Comfortable spanning production engineering and research-oriented ML work, he also contributes to tooling and monitoring practices (e.g., TensorBoard integration) to improve model observability. Pragmatic and product-focused, he excels at turning ML prototypes into reliable platform components for growing companies.
11 years of coding experience
2 years of employment as a software developer
Bachelor’s Degree, physics, Bachelor’s Degree, physics at Northwest University (China)
Stackoverflow
1reputation
0reached
1answer
0questions
Github Skills (11)
data-preprocessing10
data-loading10
cnn-model10
dataprep10
tensorflow10
preprocessing10
python10
preprocess10
image-classification10
tensorboard8
django6
Programming languages (5)
Github contributions (5)
JackonYang/captcha-tensorflow
Feb 2017 - Sep 2022
Image Captcha Solving Using TensorFlow and CNN Model. Accuracy 90%+
Role in this project:
ML Engineer
ML EngineerContributions:6 releases, 125 commits, 16 PRs in 5 years 8 months
Contributions summary:Jackon primarily contributed to building an image captcha solving system using TensorFlow and a CNN model. Their work included generating captcha images, loading and preparing image data with labels, and developing a simple softmax model for image classification. They implemented and refined the model, adding support for shuffling data and detailed progress logging. The user also integrated tensorboard support for improved monitoring of the model.
captcha-generatorsolvingcaptchacaptcha-solvercaptcha-recognition
JackonYang/paper-reading
May 2018 - Oct 2022
比做算法的懂工程落地，比做工程的懂算法模型。
Contributions:1 release, 121 commits, 6 PRs in 4 years 6 months
nlparxivpythondata-warecomputer-vi
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