Binh V
Research Scientist at USC Information Sciences Institute
Irvine, California, United States
Summary
👤
Senior🎓
Top SchoolBinh V is a research scientist and PhD candidate-turned-researcher with a decade of engineering experience building full‑stack applications and large-scale distributed systems. He combines academic rigor in machine learning, graphical models, and knowledge graph construction with practical deployments—most notably extracting and integrating mineral site data into a live knowledge graph at ISI. His work spans production ML (fraud detection streaming systems, feature selection and visualization at Facebook) and tabular/table understanding research, reflecting a rare blend of systems engineering and core ML research. Based in Menlo Park, he moves smoothly between prototyping novel algorithms and shipping robust, scalable pipelines in real-world settings.
10 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD, Doctor of Philosophy - PhD at University of Southern CaliforniaBachelor's degree, Bachelor's degree at University of Technology, HCMC
Vietnamese, English
Github Skills (193)
transformers10
language-model10
python10
deep-learning10
psl10
pip10
pylance10
python-development10
transformer10
nlp10
jax10
seq2seq10
tensorflow10
natural-language-processing10
virtualenv10
Programming languages (14)
Github contributions (5)
DARPA-CRITICALMAAS/ta2-minmod-kg
Apr 2024 - Mar 2025
code repository for TA2 Knowledge Graph (MinMod) construction & deployment
Contributions:14 reviews, 38 PRs, 420 pushes in 11 months
binh-vu/ipycallback
Jun 2020 - Oct 2022
A widget that allows client side (javascript) to trigger events on the server side (python) and vice versa
Contributions:24 PRs, 28 pushes, 15 branches in 2 years 3 months
widgeteventspythonclient-sidetrigger
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