Vincentย Nguyen
Lead Data Scientist
Singapore
Summary
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Top SchoolVincent Nguyen is a Lead Data Scientist with a decade of experience blending academic rigor and product-focused AI engineering to build scalable, safety-conscious LLM systems. He moved from publishing high-impact research on medical and climate question-answering to shipping full-stack agentic pipelines that delivered farmer-facing advice and reduced research workflows from months to days. At CSIRO Data61 and GoTo Group he led multilingual, multimodal model development, dataset engineering and RLHF/DPO alignment to deploy culturally and safety-aligned features in production. Comfortable across Rust, Python and C++, he pairs hands-on system design with strategic project management and mentorship. Less obvious: he has a track record of cutting experimental turnaround time by ~97% through reproducible infrastructure, showing a bias for engineering that accelerates teams as well as models.
10 years of coding experience
6 years of employment as a software developer
Australian National UniversityThe University of Sydney
Github Skills (75)
python10
nlp10
natural-language-processing10
pytorch10
machine-learning10
transformer9
transformers9
language-model9
deep-learning9
bert9
speech-recognition9
tensorflow9
jax8
seq2seq8
flax7
Programming languages (10)
Github contributions (5)
Ayuei/godiscordspeechbot
Jun 2020 - Mar 2022
Contributions:16 commits, 14 pushes, 1 branch in 1 year 9 months
Ayuei/rustencrypter
Jun 2020 - Jan 2022
An encryption tool for directories and files written purely in Rust
Contributions:25 commits, 2 PRs, 22 pushes in 1 year 7 months
cryptographyencryption-toolrustdirectoriesencryption
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