Ming ChenCS at NCUE
Hi, I'm Ming Chen
Coding for efficiency, sharing for proficiency.
- Co-founder, io Software
- Lead, GDG on Campus NCUE
- NSTC Undergraduate Research Grant
- 3rd Place, ITSA Programming Geek Contest
- Lead, IT Section, NCUE Student Association
- Infrastructure Team Member, TWNOG 7
- Broadcast Team Member, SITCON 2026

Now
- io Software: fluxRelay and client systems
- NSTC undergraduate grant: PUF post-quantum keys
- projects
- 10+
- projects
- tech talks
- 10+
- tech talks
- awards and honours
- 6
- awards and honours
- NSTC research grant
- 1
- NSTC research grant
Projects
Featured projects
Each project page covers the problem, the architecture and the key features.
Research
An environment-aware PUF key generator for post-quantum cryptography
Using the FPGA's built-in XADC to sense temperature and voltage, the drift of a ring-oscillator PUF is compensated at the source, so a lightweight repetition code can replace BCH before an ML-KEM seed is derived.
- mean Hamming distance on stable bits (31-vote enrollment + unstable-pair mask)
- 0.03 / 128
- mean Hamming distance on stable bits (31-vote enrollment + unstable-pair mask)
- bit-error rate (2¹⁷-cycle counting window)
- 0.008%
- bit-error rate (2¹⁷-cycle counting window)
- keys reproduced across a 40–50 °C heater sweep
- 250 / 250
- keys reproduced across a 40–50 °C heater sweep
- LUTs vs a BCH(127,64) decoder at 128 pairs (−58.7% at 254 pairs)
- −70.5%
- LUTs vs a BCH(127,64) decoder at 128 pairs (−58.7% at 254 pairs)
Figures from the research progress report (measured on a Nexys A7-100T).
Experience & Awards
Experience and awards
2026
2026/11
WorkProblem-Solving TA, National Senior High School Informatics Ability Competition (Central Region)
Served as the Teaching Assistant for the Central Region Informatics Competition. Responsible for pre-competition problem verification and testing, and assisted contestants in clarifying problem statements during the contest to ensure smooth operations.
2026/9
WorkIT Assistant, Network and Information System Management Division, NCUE
2026/8
CommunityConsultant, Taitung Chishang IT Charity Camp
2026/8
RoleMinister of IT, NCUE Student Association
2026/7
TalkInvited Speaker, HSNU (The Affiliated Senior High School of NTNU)
Topic: "AI Empowerment Lecture." Shared practical strategies for leveraging modern AI tools and intelligent workflows to enhance project-based learning and software development efficiency, guiding students to explore AI applications.
2026/6
AwardRecipient of NSTC (National Science and Technology Council) Undergraduate Research Grant
2026/5
RoleCo-founder, io Software
Delivering full-stack system development, IoT industrial software and hardware integration, and modular agile development for clients.
2026/5
CommunityInfrastructure Team Member, TWNOG 7
2026/3
CommunityBroadcast Team Member, SITCON 2026
2026/2
AwardAcademic Excellence Award, 114-1 Semester
2026/2 - Now
WorkSystem Developer & Maintainer, Career Development Center, NCUE
2025
2025/12
Award3rd Place, 2025 ITSA Programming Geek Contest
This competition made me deeply realize that web development (and learning in general) cannot rely solely on "Vibe Coding." A deeper understanding of technology is essential to solve complex development problems. This realization completely transformed my learning attitude and methods.
2025/12
CommunityCore Organizer, DevFest Changhua 2026
2025/11
AwardAcademic Excellence Award, 113-2 Semester
2025/11
WorkProblem-Solving TA, National Senior High School Informatics Ability Competition (Central Region)
Served as the Teaching Assistant for the Central Region Informatics Competition. Responsible for pre-competition problem verification and testing, and assisted contestants in clarifying problem statements during the contest to ensure smooth operations.
2025/11
TalkSpeaker, Google Developer Group on Campus
Topic: "Build a Gemini Bot, Together with GitHub." Shared how to build a chatbot using Gemini and demonstrated integration with GitHub to achieve automated development workflows.
2025/10
TalkSpeaker, Google Developer Group on Campus
Topic: "Cloud Study Jam." Introduced various GCP services such as Compute Engine, Cloud Run, and Cloud Storage, and demonstrated how to use these services to build and deploy applications.
2025/10
Award1st Place, NCUE AI and Applications Project Competition
Developed "FinAgent," an AI-driven stock analysis platform integrating real-time stock data, technical charts, and financial reports. Incorporated Google Gemini 2.5 Pro to provide intelligent investment analysis and recommendations, receiving high acclaim from judges.
2025/7 - 2025/12
WorkIT Assistant, Student Safety Section, NCUE
Responsible for maintaining the section's RPage website, ensuring real-time information updates, and maintaining system stability and accuracy.
2025/7 - Now
CommunityClass Representative
Served as the Class Representative for the Class of 117, Dept. of CS. Acted as the primary liaison for communication between the department and students, and orchestrated various class activities.
2025/7 - Now
RoleLead, Google Developer Group on Campus NCUE
During this tenure, I integrated internal and external resources and hosted multiple technical seminars, successfully revitalizing the campus learning atmosphere for information technology. This experience not only deepened my community management skills but also honed my abilities in team leadership, event coordination, and cross-functional communication. Website: https://gdg.ncuesa.org.tw
2025/7 - Now
CommunityLead, IT Section, NCUE Student Association
Assisted in maintaining the official Student Association website and spearheaded the development of the election voting system, enhancing the digitalization of student self-governance affairs.
2025/7 - Now
WorkSystem Developer & Maintainer, Student Service Section, NCUE
Assisted in optimizing internal administrative workflows by developing multiple tools using Google Apps Script to integrate Google Forms and Sheets, including a Lost & Found system and a Meal Voucher management system. Proactively planned and built a scholarship information platform, significantly improving administrative efficiency.
2025/4
TalkSpeaker, Google Developer Group on Campus
Topic: "Demystifying AI: From Core Concepts to Practical Workflows with n8n." Explained the fundamental principles of AI and demonstrated how to build efficient AI automation workflows using n8n through practical examples.
2025/4
AwardAcademic Excellence Award, 113-1 Semester
2025/2 - 2025/7
CommunityGDG on Campus NCUE Core Team Member
Served as a core member of the Google Developer Group, co-planning technical events and dedicating efforts to community management and promotion, fostering an active atmosphere for technical exchange on campus.
2024
2024/6
EducationGraduated from Taipei Municipal Datong High School
Notes
Study notes
I believe that “output is the best input,” so I organise what I've learned into structured technical articles to help others get up to speed faster.

