Quan Duong
Technical Lead Data Scientist
Ho Chi Minh City, Vietnam
Summary
👤
Senior🎓
Top SchoolQuan Duong is a Technical Lead Data Scientist with 8 years of experience applying applied machine learning and computer networking expertise to extract actionable insights across production systems. Based in Ho Chi Minh City, he leads data science teams at Scommerce, scaling self-hosted ML services on Google Cloud and streamlining CI/CD for reproducible model delivery. His background spans end-to-end ML life cycles—feature selection, anomaly detection, NLP for document classification, experiment tracking, and model packaging—paired with hands-on engineering in Python, C/C++, Spark, and cloud services like GCP and AWS. He mentors junior engineers and bridges security-aware network engineering with data-driven product development, bringing uncommon depth in both network device security and modern ML ops.
8 years of coding experience
5 years of employment as a software developer
Bachelor’s Degree, Computer Network and Telecommunication, Bachelor’s Degree, Computer Network and Telecommunication at VNUHCM - University of Science
English, Vietnamese
Github Skills (23)
gensim8
glove8
corpus8
word-embeddings8
fasttext8
topic-modeling8
word2vec8
latent-dirichlet-allocation7
lda7
data-mining7
natural-language-processing7
python7
nlp7
sentence-similarity6
information-retrieval6
Programming languages (3)
Github contributions (5)
quandb/atc
Jan 2018 - Dec 2018
Automated trajectory clustering framework
Contributions:15 commits, 10 PRs, 20 pushes in 10 months
clusteringtrajectory-clusteringmachine-learningtrajectory
quandb/quandb.github.io
Jan 2019 - Aug 2021
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:2 PRs, 99 pushes, 1 branch in 2 years 7 months
templategithub-pages-templatemmistakesmistakesjekyll
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