Trần Gia Bảo（gibor06）个人主页：高效用项集挖掘与 AI 研究

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TRAN GIA BAO (GIBOR)

Data Mining Algorithm Researcher & Full-Stack Software Engineer

Second-year Information Technology student at Ho Chi Minh City University of Industry and Trade (HUIT), focusing on algorithm time complexity, dynamic transaction databases, and scalable AI-driven software architecture.

Key Domains & Strengths:

High-Utility Itemset Mining: Algorithm research (EMHUN, Cross-Itemset Pruning).
Computer Vision & NLP: YOLO, SAM-ViT, PhoBERT Vietnamese comment moderation.
Full-Stack Engineering: ASP.NET MVC, C#, React, Node.js, SQL Server & WinForms.
Academic Honors: 11 honors including 2 National Conference presentations (FAIR XIX 2026), faculty & university awards.

Trần Gia Bảo (@gibor06)
_{Software Engineer · AI Researcher · HUIT}

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High-Utility Mining

Researching dynamic transaction databases with EMHUN algorithms

Intelligent Systems

Full-stack applications & scalable software architecture

Vision & NLP

Agricultural AI with YOLO, SAM-ViT & PhoBERT moderation

Optimization

Cross-itemset pruning & computational speedup

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Languages
AI · Machine Learning
Web Development
Mobile Development
Databases
Development Tools

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Researching algorithms at the intersection of data mining, optimization, and intelligent systems.

High-Utility Itemset Mining — Primary Research Area

Field	Details
Algorithms	EMHUN, Cross High-Utility Itemset Mining
Domain	Dynamic transaction databases with negative & positive utility
Focus	Time optimization, cross-itemset efficiency
Recognition	2nd Prize · Consolation Prize · Final Round — Faculty & University Level

Researching efficient mining algorithms over dynamic transaction databases where items may carry both negative and positive utility values — targeting both accuracy and computational speed.

NLP — PhoBERT Social Content Moderation

Field	Details
Model	PhoBERT (Vietnamese BERT-based language model)
Application	Detecting and preventing inappropriate online comments
Platform	Multi Aura Social Network
Recognition	3rd Prize — Faculty-Level Scientific Research 2024–2025

Applied PhoBERT for Vietnamese natural language processing to build an automated comment moderation system integrated into a full social network platform.

Computer Vision — Rice Pest Detection & Segmentation

Field	Details
Pipeline	YOLO + SAM-ViT (Segment Anything Model — Vision Transformer)
Task	Pest classification and instance segmentation
Domain	Agricultural AI / Precision Farming
Recognition	HUIT Data Science Competition 2025 — Finalist

Developed a hybrid vision pipeline combining YOLO detection with SAM-ViT segmentation for precise rice pest identification, applicable to precision agriculture systems.

Computer Vision — Skin Cancer Classification

Field	Details
Model	Vision Transformer (ViT)
Task	Skin cancer classification from dermoscopic images
Domain	Computer-Aided Medical Diagnosis
Recognition	HUIT Data Science Competition 2025 — Finalist

Applied Vision Transformer architecture for multi-class skin cancer classification from dermoscopic images — contributing to AI-assisted early diagnosis systems.

Metaheuristics & Logistics — Starfish Optimization for 3D Packing & Truck Loading (FAIR XIX 2026)

Field	Details
Algorithms	Fourier-Guided Starfish Optimization (SFT), Genetic Starfish Optimization
Applications	3D E-Commerce Box Packing & Constrained Three-Dimensional Truck Loading
Domain	Metaheuristic Optimization / Operations Research & Smart Logistics
Recognition	2 Papers Presented at National Scientific Conference FAIR XIX 2026

Researched Fourier-guided (SFT) and Genetic variants of the Starfish Optimization algorithm for complex combinatorial optimization in 3D packing and truck loading under spatial, weight, and orientation constraints.

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Honored across Faculty & University Competitions at Ho Chi Minh City University of Industry and Trade (HUIT)

Academic Year 2025 – 2026 (Recent Honors)

National Scientific Conference FAIR XIX (2026)
_{Lead Author · SFT: Fourier-Guided Starfish Optimization for 3D E-Commerce Packing · Presented at the 19th National IT Conference.}

National Scientific Conference FAIR XIX (2026)
_{Co-Author · Genetic Starfish Optimization for Constrained Three-Dimensional Truck Loading · Presented at the 19th National IT Conference.}

Scientific Research Competition 2025–2026
_{Optimizing time complexity in Cross High-Utility Itemset Mining over dynamic databases with negative/positive utility.}

Final Round Participant 2025–2026
_{Recognized for advancing to the final round with research on high-utility itemset mining over dynamic transaction databases.}

Academic Year 2024 – 2025 (Scientific Research & Data Science)

Faculty-Level Scientific Research 2024–2025
_{EMHUN High-Utility Itemset Mining Algorithm & Its Application in an E-commerce Website for Electronic Products.}

Faculty-Level Scientific Research 2024–2025
_{Multi Aura Social Network with PhoBERT-based NLP for Detecting & Preventing Inappropriate Online Comments.}

University-Level Research Award (HUIT)
_{Consolation Prize at University-wide Scientific Research Competition 2024–2025.}

University Award Ceremony 2025
_{Honored on stage by the Faculty & University Board of Management.}

HUIT Data Science Competition 2025
_{Rice Pest Classification & Instance Segmentation — YOLO + SAM-ViT Hybrid Pipeline.}

HUIT Data Science Competition 2025
_{Skin Cancer Classification from Dermoscopic Images using Vision Transformers (ViT).}

Database Design Challenge 2025
_{Recognized for database modeling, system design, and data architecture.}

Excellent Student Award 2024–2025
_{Awarded by the Vice Rector of HUIT in recognition of outstanding academic performance.}

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Google Business Intelligence	Google UX Design	Google Cybersecurity
Google Project Management	Google Data Analytics	Google AI Essentials

View Google AI Essentials Module Badges & Faculty Gemini Credential

Fundamentals of AI _{Google AI Essentials}	App Building with AI _{Google AI Essentials}	Data Analysis with AI _{Google AI Essentials}
Brainstorming & Planning _{Google AI Essentials}	Research & Insights _{Google AI Essentials}	Writing & Communicating _{Google AI Essentials}
Faculty Gemini AI Certificate _{Certified in Gemini AI Integration & Applications}

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3D Contribution Graph

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GitHub Contribution Snake

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TIẾNG VIỆT — Vietnamese Summary

Giới thiệu: Sinh viên năm 2 ngành Công nghệ Thông tin tại Trường ĐH Công Thương TP.HCM (HUIT), nghiên cứu thuật toán khai thác dữ liệu (Data Mining) và phát triển các hệ thống phần mềm thông minh.

Danh mục	Chi tiết
Ngôn ngữ chính	`C/C++` · `C#` · `Java` · `Python`
Phát triển Web	`HTML` · `CSS` · `JavaScript` · `React` · `Node.js`
Phát triển Mobile	`Android (Java/Kotlin)` · `Flutter`
Cơ sở dữ liệu	`SQL Server` · `MySQL`
Hướng nghiên cứu	High-Utility Itemset Mining · Computer Vision · NLP · Tối ưu giải thuật
Thành tích nổi bật	2 bài báo trình bày tại Hội nghị Khoa học Quốc gia FAIR XIX 2026, 9 giải thưởng NCKH & KHDL cấp Khoa/Trường.
Mục tiêu	Trở thành Kỹ sư phần mềm chuyên nghiệp, xây dựng hệ thống phần mềm hiệu năng cao và đóng góp vào các nghiên cứu AI quốc tế.

ENGLISH — English Summary

Introduction: Second-year Information Technology student at HUIT, researching data-mining algorithms and engineering scalable intelligent software systems.

Category	Details
Core Languages	`C/C++` · `C#` · `Java` · `Python`
Web Tech	`HTML` · `CSS` · `JavaScript` · `React` · `Node.js`
Mobile Tech	`Android (Java/Kotlin)` · `Flutter`
Databases	`SQL Server` · `MySQL`
Research Scope	High-Utility Itemset Mining · Computer Vision · NLP · Algorithm Optimization
Notable Honors	2 Papers presented at National Conference FAIR XIX 2026, 9 university & faculty scientific research awards.
Career Goal	Become a professional software engineer — engineering scalable systems and contributing to impactful AI research.

中文 — Chinese Summary

介绍: 胡志明市工业与贸易大学（HUIT）信息技术专业大二学生，专注于数据挖掘算法研究与高效智能软件系统的开发。

类别	详细内容
核心语言	`C/C++` · `C#` · `Java` · `Python`
Web 开发	`HTML` · `CSS` · `JavaScript` · `React` · `Node.js`
移动端开发	`Android (Java/Kotlin)` · `Flutter`
数据库	`SQL Server` · `MySQL`
研究方向	高效用项集挖掘 (HUIM) · 计算机视觉 · 自然语言处理 · 算法优化
主要成果	2篇论文在第19届国家IT学术会议 (FAIR XIX 2026) 上发表，9项院系与大学级科研竞赛奖项。
职业目标	成为专业的软件工程师，设计与构建稳定、高扩展性的软件系统，并持续贡献有价值的技术研究。

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Interested in collaborating on AI research, algorithm optimization, or software projects? Feel free to contact me!

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