Du Mingzhe
Research Associate
Singapore
Summary
👤
Senior🎓
Top SchoolDu Mingzhe is a Research Associate and seasoned software engineer with a decade of experience building ML-driven systems across academia and industry in Singapore and Australia. With a PhD pursuit at NTU and a current role at NUS Institute of Data Science, he blends rigorous research with practical product work—from Douyin search at ByteDance to AI-powered language-to-visual and timeline systems at Microsoft. His background spans backend financial and security systems at Alibaba and Tencent to mentoring STEM students at the University of Melbourne, showing both production-grade engineering and commitment to talent development. A foodie, cyclist and clarinetist, he brings curiosity and creative problem-solving to multidisciplinary teams and often approaches research problems with an engineer’s emphasis on deployable solutions.
10 years of coding experience
3 years of employment as a software developer
Exchange programme, Entrepreneurship/ Information analytic, Exchange programme, Entrepreneurship/ Information analytic at Nanyang Technological UniversityBachelor of Engineering - BE, Information Security, Bachelor of Engineering - BE, Information Security at Central South UniversityThe University of MelbourneDoctor of Philosophy - PhD, Computer Science, 4.7 / 5, Doctor of Philosophy - PhD, Computer Science, 4.7 / 5 at Nanyang Technological University Singapore
Chinese, English
Github Skills (157)
transformers10
language-model10
python10
datasets10
deep-learning10
speech10
lora10
quantization10
transformer10
nlp10
multiclass-classification10
reinforcement-learning10
agent10
tensorflow10
natural-language-processing10
Programming languages (8)
Github contributions (5)
Elfsong/elfsong.github.io.bp
Oct 2022 - Feb 2025
Contributions:13 PRs, 280 pushes, 27 branches in 2 years 4 months
Elfsong/WintersWrath
Jan 2016 - Jun 2019
Elfsong code warehouse
Contributions:91 commits, 98 pushes, 1 branch in 3 years 5 months
warehouse
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