Quincy Liang
Data Science Specialist
Hong Kong, China
Summary
👤
Senior🎓
Top SchoolQuincy Liang is a Data Science Specialist with over 8 years of experience building production-grade machine learning and NLP solutions across insurance, risk management, and media intelligence. He holds a PhD in Computer Science from Hong Kong Polytechnic University and has published in top-tier venues, blending rigorous research with hands-on engineering to deliver end-to-end AI systems. Quincy has led NLP teams to develop internal toolkits, streamline data annotation SOPs, and deploy models using modern pipelines (Spark, Docker, GitLab CI/CD), proving strength in both prototyping and productization. His technical breadth spans classical and deep learning models, state-of-the-art transformers, and practical tooling for deployment and interpretability. Fluent in Cantonese, Mandarin, and English, he brings cross-cultural communication to multinational projects and a track record of turning unstructured data into actionable intelligence.
8 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy (Ph.D.) Computer Science, Doctor of Philosophy (Ph.D.) Computer Science at The Hong Kong Polytechnic UniversityBachelor's Degree Telecommunications Engineering, Bachelor's Degree Telecommunications Engineering at Sun Yat-sen University
English, Chinese, cantonse
Github Skills (32)
pytorch10
python10
machine-learning10
deep-learning10
natural-language-processing10
transformer10
nlp10
natural-language-understanding9
transformers9
gunicorn9
language-model9
bert9
arduino-library9
wsgi-server9
tensorflow9
Programming languages (2)
Github contributions (5)
quincyliang/nlp-data-augmentation
Mar 2019 - Dec 2020
Contributions:15 commits, 16 pushes, 1 branch in 1 year 8 months
quincyliang/nlp-public-dataset
Jun 2018 - Feb 2021
Contributions:21 commits, 20 pushes, 1 branch in 2 years 8 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.