Working at the intersection of mathematics, physics, and artificial intelligence — exploring how intelligent systems can support scientific discovery and human-centered technological development.
researcher = {
"name": "Nguyễn Huỳnh Đăng Nhựt",
"location": "Hồ Chí Minh, Vietnam",
"education": "Nguyễn Khuyến High School · Grade 12 GPA: 9.29 / 10.00",
"interests": ["Computational Modeling", "Optimization", "Machine Learning",
"Probability Theory", "Combinatorics", "Renewable Energy"],
"currently": "AI-assisted research workflows & prompt engineering",
}| Mathematics Combinatorics · Probability |
Physics Applied · Computational |
Artificial Intelligence ML · Neural Networks |
Renewable Energy Solar · Systems Design |
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Built a fully functional neural network from mathematical first principles — forward propagation, gradient computation, and backpropagation — without any ML frameworks.
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Trained and optimized models for handwritten digit classification on the MNIST benchmark, exploring the relationship between architecture and generalization.
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Treats prompt engineering as a craft: systematic testing of instruction structures, feedback loops, and LLM behaviors to build genuinely effective AI-assisted learning workflows.
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A personal productivity application for concentration management and deep-work facilitation — built from real research session needs, not theory.
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Concentrated Solar Power System Proposed a concentrated solar approach combining optics, thermodynamics, and systems engineering — awarded 1st Prize at the Provincial ViSEF round in 2023.
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AI Applications for Research Efficiency Ongoing exploration of how AI tools integrate into real research workflows — literature synthesis, note organization, and information surfacing.
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| Year | Award |
|---|---|
| 2026 | Second Prize — City-Level Academic Excellence Competition (Physics) |
| 2023 | First Prize — Provincial Round, Vietnam Science & Engineering Fair (ViSEF) |
| 2023 | Second Prize — Provincial VIFOTEC Competition |
| 2022 | Third Prize — Provincial Round, Vietnam Science & Engineering Fair (ViSEF) |
| 2021–23 | Vice President — Ba Ria–Vung Tau Provincial Children's Council |
| 2019 | National Delegate — 6th National Children's Forum Vietnam |
penciltalk0910@gmail.com · Portfolio · GitHub
Open to research collaborations, mentorship, and conversations about mathematics, AI, and renewable energy.
Nguyễn Huỳnh Đăng Nhựt · Vietnam · 2026