CV
A concise web version of my CV. Use the PDF button for the full document.
Basics
| Name | Nguyen Minh Duc |
| Label | Physics undergraduate interested in Machine Learning and Quantum Computing |
| dustnn00@gmail.com | |
| Url | https://ducto489.github.io/ |
| Summary | Physics undergraduate at VNUHCM - University of Science with interests in machine learning, quantum computing, and scientific computing. |
Education
-
2024 - 2028 Vietnam
Work
-
2022 - Present Coder
Vật Lý Chill
Use Python animations and visualizations to explain mathematical and physics concepts for Vietnamese high-school students.
- Python
- Scientific visualization
Projects
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Train GPT-2 with TPU
Implemented and trained a GPT-2-style 124M language model on Kaggle TPU, focusing on streaming data and accelerator-aware optimization.
- TPU
- PyTorch
- Distributed training
-
Confined Quantum Random Walk
Studied confinement in quantum random walks on the Creutz ladder using analytical arguments and numerical simulations.
- Quantum physics
- Python
- Numerical simulation
Certificates
| Machine Learning Specialization | ||
| Stanford University / DeepLearning.AI | 2024-06 |
Skills
| Programming | |
| C/C++ | |
| Python | |
| SQL |
| Libraries and tooling | |
| PyTorch | |
| NumPy | |
| GPU/TPU training |
Languages
| Vietnamese | |
| Native speaker |
| English | |
| Fluent |
Interests
| Research interests | |
| Machine Learning | |
| Quantum Computing | |
| Physics | |
| Scientific Computing |