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kharabiner/README.md

Hanbin Park

BCI ML DL


πŸŽ“ Education

B.S. in Computer Engineering
Hansung University, Seoul, South Korea
Mar. 2022 - Feb. 2026 (Expected)
Specialization: Big Data Track, Web Engineering Track


πŸ”¬ Research Experience

Undergraduate Researcher | IMCS Lab

Intelligent Mobility and Cybersecurity Laboratory
Hansung University, Seoul, South Korea
Lead by Prof. Seunghyun Park | Feb. 2025 - Present

Research Activities:

  • Currently working on integrating Large Language Models (LLM) and Vision-Language Models (VLM) in autonomous driving systems
  • Conducted research on Over-The-Air (OTA) software update systems for IoT devices, focusing on security architecture and implementation
  • Participated in collaborative research projects on cybersecurity technologies for automotive and IoT systems
  • Attended the Korean Society of Automotive Engineers (KSAE) conference

Publications

Enhancing Security of IoT Software Updates via CP-ABE with Attribute Expiration and Attribute-Level Key Updates

Co-Author (2nd Author)
Advisor: Prof. Seunghyun Park
KSAE Spring Conference | Feb. 2025 - May 2025
πŸ“„ View Paper

  • Developed dynamic CP-ABE framework for IoT software update security
  • Created fading functions for time-based attribute management
  • Designed attribute-level key management system
  • Improved system efficiency with partial key regeneration algorithms
Performance Evaluation of Hash Functions for Software Updates in Automotive ECU Environments

Co-Author (4th Author) β€’ Best Presentation Award
Advisor: Prof. Seunghyun Park
KSAE Spring Conference | Feb. 2025 - May 2025
πŸ“„ View Paper

  • Comparative analysis of BLAKE3, SHA-256, SHA3-256, and BLAKE2
  • Performance evaluation using Raspberry Pi 3 as ECU platform
  • Optimized for resource-constrained automotive systems

πŸ’Ό Project Portfolio

Voice Recognition-Based Software Update Techniques for SDV Environments

Team Leader | Apr. 2025 - Jul. 2025
IMCS Lab., Hansung University
πŸ“‚ GitHub Repository

  • Participated in Hansung University's 2025 Industry-Academia Collaborative Research Project in collaboration with a principal researcher from Hyundai Motor Company
  • Developed voice recognition-based software update techniques for Software-Defined Vehicle (SDV) environments
  • Enhanced existing OTA platform by integrating voice recognition functionality with trigger-based activation system for hands-free operation
  • Implemented Model Context Protocol (MCP) integration and deployed on-device Large Language Model (LLM) for intelligent decision-making
  • Enabled context-aware responses within resource-constrained IoT systems in automotive environments

Cholesterol Prediction and Health Indicator Analysis Using NHIS Health Screening Data

Team Member | May 2025 - Jun. 2025
πŸ“‚ GitHub Repository

  • Developed machine learning models using National Health Insurance Service (NHIS) health screening data to predict cholesterol levels
  • Implemented XGBoost regression models and RandomForest classifier achieving 93.28% accuracy for obesity classification
  • Conducted K-means clustering analysis to identify four distinct health status groups across 600K+ records
  • Provided insights for personalized health management strategies

Blockchain-based IoT Software Update Platform

Team Leader, Presenter | Feb. 2025 - May 2025
πŸ… Excellence Award, IMCS Lab., Hansung University
πŸ“‚ GitHub Repository

  • Developed a decentralized software update platform combining blockchain and CP-ABE (Ciphertext-Policy Attribute-Based Encryption)
  • Implemented smart contracts for atomic processing of software distribution and payments
  • Designed distributed storage system using IPFS for efficient management of large update files
  • Established comprehensive security framework guaranteeing device authentication, data integrity, and high availability

"Where Are You Going Today?" - Physical and Social Bus Stops for the Elderly

Team Member, Presenter | Feb. 2025 - Apr. 2025
πŸŽ–οΈ Encouragement Award, Cisco Innovation Challenge
πŸ“‚ GitHub Repository

  • Developed a prototype AI chatbot system for rural bus stops using Cisco Board 70s hardware
  • Provided companionship and real-time transit information for elderly passengers, addressing social isolation
  • Implemented proactive greeting system that initiates conversation when passengers approach
  • Created emergency response system using Cisco WebEx technology for immediate situation assessment

My Personal AI Psychiatrist, "Pyeoning"

Team Member | Sep. 2024 - Nov. 2024
πŸ₯‡ Grand Prize, Hansung SW-Centered University Festival
πŸ“‚ GitHub Repository

  • Developed AI-based mental health consultation platform to improve accessibility and reduce stigma barriers
  • Integrated TTS/STT technologies for natural conversation experiences
  • Built automated conversation summary system with medical professional review and feedback mechanisms
  • Created risk assessment system that tracks conversation patterns and alerts medical professionals when necessary

Watermelon Game - Java Implementation with Multiplayer Features

Solo Developer | Nov. 2024 - Dec. 2024
πŸ“‚ GitHub Repository

  • Independently developed Java-based recreation of popular "Watermelon Game" with 11-stage fruit evolution system
  • Implemented realistic physics simulation using JBox2D engine (gravity, collision detection, rigid body dynamics)
  • Built real-time multiplayer functionality supporting up to 5 concurrent players with TCP/IP socket programming
  • Designed comprehensive game architecture with ranking system and rematch functionality

Family Personal Assistant System: "HeroBot"

Team Member, Presenter | Jun. 2024 - Sep. 2024
πŸ₯‰ Bronze Prize, 21st Hansung Engineering Competition
πŸ“‚ GitHub Repository

  • Led development of comprehensive IoT personal assistant built on Raspberry Pi
  • Implemented voice command recognition for information access and smart home control
  • Developed gesture recognition capabilities for intuitive movement control
  • Created emotion analysis system that identifies facial expressions and automatically records daily highlights

πŸ† Awards & Achievements

πŸŽ–οΈ Competition Awards πŸŽ“ Academic Scholarships
Year Award Competition Organization
2025.06 πŸ₯‡ Best Paper Award KSAE Spring Conference KSAE
2025.05 πŸ₯ˆ Excellence Award Capstone Design Mobile Section Hansung Univ.
2025.04 πŸ… Encouragement Award Cisco Innovation Challenge Cisco
2024.11 πŸ₯‡ Grand Prize Hansung SW-Centered University Festival Hansung Univ.
2024.09 πŸ₯‰ Bronze Prize The 21st Hansung Engineering Competition Hansung Univ.
Year Scholarship Rank
2025.02 Outstanding Talent πŸ₯‡ 1st
2024.08 Outstanding Talent πŸ₯‡ 1st
2024.02 Outstanding Talent πŸ₯‡ 1st
2023.02 Outstanding Talent πŸ₯‡ 1st
2022.08 Outstanding Competency πŸ₯ˆ 2nd

🎯 Extracurricular Activities

πŸ‘₯ DC&M Club

Computer Engineering
Sep. 2024 - Present

Programming study & competitions

πŸ’» Winter Camp 2025

Python & Algorithms
Jan. 2025

Coding test preparation

πŸ’» Winter Camp 2023

C Programming
Jan. 2023

Fundamental concepts


πŸ“œ Certifications

Date Certification
πŸ“… 2025.09.12 Engineer Information Processing πŸ‡°πŸ‡·

Email GitHub

Profile Views

✨ Thanks for visiting! ✨

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  1. Kairos Kairos Public

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