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Nhật
Quân
Year 3 Systems Information student passionate about building thoughtful technical solutions. I combine code, design thinking, and systems architecture to create meaningful digital experiences.
About Me
Third-year Information Systems student building scalable full-stack applications and exploring backend optimization.
I'm a 3rd year student at University of Information Technology – VNU HCM, majoring in Information Systems. I've gained hands-on experience through course projects, internship work, and self-directed learning in full-stack development and data analysis.
I'm particularly interested in backend systems, database optimization, and scalable architecture design. I enjoy working on problems that require both technical depth and practical thinking—from API design to data pipeline optimization.
Interests
Core Skills
- • Node.js, Express, Laravel
- • React, TailwindCSS, Vite
- • PostgreSQL, MySQL, Prisma ORM
- • PyTorch, Git, REST APIs
Skills & Expertise
Technologies and skills developed through academic study and practical experience.
Lập Trình
Web Development
Database
Tools & Platforms
Hệ Thống & Network
Soft Skills
Selected Projects
Full-stack applications built from concept to deployment. Each project demonstrates end-to-end development, system design, and real-world problem solving.
Deep Learning for EEG Sleep Stage Classification
Automated sleep staging from single-channel EEG signals using deep learning. Redesigned baseline model with ResNet-1D and TCN, reducing training time 8x while improving cross-dataset generalization to clinical data.
Fishing Equipment E-Commerce
Complete e-commerce platform for fishing gear with product catalog, shopping cart, checkout flow, and admin dashboard for inventory and order management. Includes community catch-log sharing feature.
Job Recruitment Platform
Full-stack job matching system connecting recruiters and candidates. Features job posting, applications, candidate profiles with CV upload, and real-time notifications.
Ron95 Price Prediction
Time-series forecasting of RON-95 petrol prices in Vietnam using ML and deep learning models. Integrated exogenous variables (Brent/WTI crude, CPI, USD/VND rate). Linear Regression achieved best results with 1.70% MAPE across 378 weekly data points.
666words — Anonymous Sharing Platform
Minimalist anonymous publishing platform where users share thoughts in 666 words or fewer — no account, no personal data stored. Each post gets a shareable link. Built as a safe space for candid expression.
Let's Connect
I'm always interested in hearing about new opportunities, exciting projects, or just having a conversation about technology.
Ready to work together?
Feel free to reach out through email or any of my social channels. I'm always open to discussing new projects and opportunities.