_______________
| ___________ |
| | | |
| | root@h4x | |
| |___________| |
|_______________|
___[_]___[_]___
> whoami
A passionate cybersecurity professional with [X] years of experience in:
• Artificial Intelligence & Machine Learning
• Tools Development
• ESP32 & IoT Security
• Reverse Engineering & Malware Analysis
> cat mission.txt
"Securing the digital world, one vulnerability at a time."
Technical Arsenal
Programming Languages
Security Tools
Operating Systems
• Kali Linux
• Ubuntu/Debian
• Windows
• Android
Frameworks
• OWASP Top 10
• NIST Cybersecurity
• ISO 27001
• MITRE ATT&CK
Certifications
• Google Cybersecurity
• TQC+ Java 17 / Python 3
• Microsoft Certified: Security, Compliance, and Identity Fundamentals
• Microsoft Certified: Azure Data Fundamentals
Educational Background
Bachelor of Computer Science and Information Engineering
Chang Jung Christian University
Specialized in Artificial Intelligence, IoT, Website building, and Cybersecurity. Graduated Magna Cum Laude with a GPA of 3.8/4.0.
Relevant Coursework: Systems & Architecture, Data Structures & Algorithms, Machine Learning, IoT Systems, etc
Professional Experience
Red Team - Web Security and Penetration Testing in Detail and Practice
Nationcal Institute of Cyber Security in Taiwan
• Conducted multiple penetration tests on web applications and network infrastructures
• 101 Hands-on scanning tools using Python
• Exploited vulnerabilities such as SQL injection, XSS, CSRF, and more
Smart XR Training Technology Development Project
Industrial Technology Research Institute (ITRI)
• Using the XR technology to develop a smart training system
Teacher Assistant & Research Assistant
Chang Jung Christian University
• Researched and assisted in Computer Science courses including Data Structures, Algorithms, and Web Development
• Project guidance for students
• Journal paper assistance, proofreading, and data analysis
Western food Assistant and Chef
The Secret Lounge
• Prepared and cooked various Western dishes, ensuring high quality and presentation standards
• Managed kitchen operations during peak hours, maintaining efficiency and teamwork
• Assisted in menu planning and inventory management
Video Editing & Recording Assistant
Chang Jung Christian University
• Recorded and edited educational videos for online course materials
• Collaborated with faculty to ensure content accuracy and engagement
• Substitle translation for international viewers (Chinese <-> English)
Security Projects
Honeypot Deployment and Analysis - Prototype
Developed and deployed a honeypot system to attract and analyze cyber threats. Collected data on attack patterns and techniques used by malicious actors.
Tech Stack: Python, logging, socket, paramiko, threaing, argparse, os, flask, flask_wtf, wtforms, etc.
Human Activity Recognition with Hybrid Deep learning models
Contributes to the advncement of HAR systems by analyzing the strengths and limitations of each hybrid model and offering insights for future improvements in spatial-temporal feature extraction and adaptive learning design.
Tech Stack: Python, Scikit-learn, Keras, TensorFlow, Pandas, NumPy, optuna, pickle, matplotlib, seaborn, etc.
A Preliminary Study on the Application of Low-Cost Microcontrollers for Aerobic Endurance Assessment: Development and Field Testing of a PACER System
This system implements a digital version of the Progressive Aerobic Cardiovascular Endurance Run (PACER) test, providing real-time feedback and automated scoring for fitness assessments.
Tech Stack: C, Arduino, ESP32
Google Sign-in Authentication - Pratical Implementation
A secure, modern web application that implements Google Sign-In authentication with best security practices.
Tech Stack: JavaScript, Node.js, Express, OAuth 2.0, Passport.js, HTML, CSS, Bootstrap, npm, etc.
ESP32-Based Face Recognition Smart Access Control Door System
An IoT smart door-access project built around an ESP32-CAM that performs real-time face recognition and whitelist matching to automate entry control. The device provides physical feedback and actuation via LED, buzzer, and an SG90 servo (door-lock simulation). Access events are stored in a MySQL database, and a Streamlit web dashboard provides login-protected monitoring and data visualization (e.g., usage statistics, time-distribution charts, active-user rankings) plus intruder snapshot viewing. Password security is handled with bcrypt hashing, and the codebase is organized modularly for maintainability and extension.
Tech Stack: Hardware: ESP32-CAM, SG90 servo motor, LED, buzzer | Firmware: Arduino/ESP32 (C++ .ino) | Web App: Python, Streamlit | Computer Vision: OpenCV | Visualization: Altair | Database: MySQL (SQL schema/import script) | Security: bcrypt (password hashing)
Research Publications
"Deployment of the AI-Driven HoneyDroneSystem for Modern Battlefield and Cybersecurity Defense"
Communications of the CCISA (資訊安全通訊), Vol. 31, No. 2, pp. 1–16 (May 2025) - 2025
Proposes and analyzes an AI-driven “HoneyDrone” concept that combines honeypot/deception defense with UAV capabilities. Discusses using deep reinforcement learning for tactical optimization, computer vision for environmental perception, game theory for defense strategy selection, and swarm intelligence for multi-drone collaboration, with case-based discussion of modern battlefield and cybersecurity scenarios.
"Human Activity Recognition with Hybrid Deep Learning: A Case Study Using CNN-LSTM and RFC-LSTM on the Human3.6M Dataset"
2025 IEEE Gaming, Entertainment, and Media Conference (IEEE GEM 2025), Kaohsiung, Taiwan (July 2025) - 2025
Conference paper evaluating hybrid deep learning pipelines (including CNN-LSTM variants) for human activity recognition on the Human3.6M dataset, focusing on capturing spatial-temporal patterns to improve recognition performance.
"Tackling Seasonality in Power Systems: An Interpretable Two-Stage Forecasting Model Integrating ARIMA and ANN"
The 8th International Conference on Computational Intelligence and Intelligent Systems (CIIS 2025), Okayama, Japan (Nov 21–23, 2025) - 2025
An interpretable two-stage short-term load forecasting framework: ARIMA models long-term/weekly linear structure, and a lightweight ANN learns residual nonlinear impacts (e.g., typhoons, heatwaves, holidays), aiming to reduce “black-box” opacity while improving robustness under extreme conditions.
"A Preliminary Study on the Application of Low-Cost Microcontrollers for Aerobic Endurance Assessment: Development and Field Testing of a PACER System"
2025 International Conference on Athletes Care & Performance (ICACP 2025) — Poster Presentation - 2025
Develops and field-tests a low-cost microcontroller-based PACER assessment system for aerobic endurance evaluation, presented as a poster at ICACP 2025 (and reported by CJCU as award-recognized).
Achievements & Recognition
🏆 UNESCO APCAD Youth Camp (Selected Participant, Gwangju, South Korea)
UNESCO APCAD (Anti-Racism/Anti-Discrimination) Youth Camp
Selected as one of the participants for the 2025 UNESCO APCAD Youth Camp (theme: “AI for All: Upholding the Value of Inclusion”), held July 3–8, 2025 in Gwangju, South Korea.
🏆 Auden Techno Corp – Innovation Research & Scholarship Award (NT$100,000)
Auden Techno Corp (耀登集團)
Awarded the 2025 Innovation Research & Scholarship Award (NT$100,000), highlighted as a major competitive scholarship/award in key tech areas such as wireless communications and AI security.
🏆 CIIS 2025 – Certificate for Excellent Oral Presentation (Best Presentation / Best Oral Presentation)
CIIS 2025 (International Conference on Computational Intelligence and Intelligent Systems), Okayama University
Received “Certificate for Excellent Oral Presentation” at CIIS 2025 (Nov 21–23, 2025, Okayama University, Japan) for a paper on interpretable two-stage forecasting integrating ARIMA and ANN.
🏆 CIIS 2025 – Certificate of Appreciation for Significant Contribution
CIIS 2025 (International Conference on Computational Intelligence and Intelligent Systems), Okayama University
Also received “Certificate of Appreciation for significant contribution” (優異貢獻獎) at CIIS 2025.
🏆 IEEE GEM 2025 – Presentation Award
IEEE Gaming, Entertainment and Media Conference (IEEE GEM 2025)
Won a “Presentation Award” at IEEE GEM 2025 (Kaohsiung, July 16–18, 2025) after presenting research related to human action recognition using the Human3.6M dataset.
🏆 ICACP 2025 – Excellent Poster Award (佳作)
The 5th International Conference on Athletes Care and Performance (ICACP 2025), Kaohsiung Medical University
Won an “Excellent Poster Award (Excellent/佳作)” for the work “A Preliminary Study on the Application of Low-Cost Microcontrollers for Aerobic Endurance Assessment: Development and Field Testing of a PACER System.”
🏆 2025 CSF 程速勁賽 – 奮戰獎 (Fighting Award)
Computer Skills Foundation (CSF, 電腦技能基金會)
Received the “奮戰獎” in the 2025 CSF 程速勁賽 programming competition (award listed under Chang Jung Christian University).
🏆 TAIFEX Contest – Top 10 (10th Place) in Quant/AI Trading Competition
Taiwan Futures Exchange (TAIFEX) Competition
Team placed in the Top 10 (10th place) in a TAIFEX-related competition reported by CJCU CSIE (team members included 安明軒).
🏆 NSTC Undergraduate Student Research Project (Approved/Funded)
National Science and Technology Council (NSTC, 國科會)
Approved for the 114th-year NSTC Undergraduate Student Research Project (大專生研究計畫) funding.
🏆 Auden Binnan Education Foundation – Outstanding ICT Talent Scholarship (AY 112, NT$20,000)
Auden Binnan Education Foundation (耀登炳南教育基金會)
Awarded the AY112 “Outstanding ICT Talent Scholarship” (大專校院優秀資通人才獎學金), reported with a scholarship amount of NT$20,000.
🏆 CJCU Academic Excellence & Conduct Scholarship (品學優秀獎學金) – Rank 1 (CSIE 2A, AY112-2 list)
Chang Jung Christian University (長榮大學)
Listed as Rank 1 for CSIE 2A班 in the AY112-2 Academic Excellence & Conduct Scholarship (品學優秀獎學金) recipients list.
🏆 CJCU Academic Excellence & Conduct Scholarship (品學優秀獎學金) – Rank 1 (College of Informatics & Design Bachelor Program 1B, AY112-1 list)
Chang Jung Christian University (長榮大學)
Listed as Rank 1 for 資設學院學士班 1B班 in the AY112-1 Academic Excellence & Conduct Scholarship (品學優秀獎學金) recipients list.
🏆 CJCU Academic Excellence & Conduct Scholarship (品學優秀獎學金) – Rank 3 (College of Informatics & Design Bachelor Program 1B, AY111-2 list)
Chang Jung Christian University (長榮大學)
Listed as Rank 3 for 資設學院學士班 1B班 in the AY111-2 Academic Excellence & Conduct Scholarship (品學優秀獎學金) recipients list.
Professional References
Shang-En Tsai
Associate Professor of Computer Science and Information Engineering
Chang Jung Christian University
📧 sean@mail.cjcu.edu.tw
📱 N/A
> ./get_contact.sh
📧 vincentaun123@gmail.com
📱 N/A
🔗 linkedin.com/in/meng-hing-aun-62a031372
🐙 github.com/Vincentaun
🌐 N/A
📍 Taiwan (Currently)