Quality Alchemist (品質煉金術師)

2026年10月6日星期二

CMS1000 Guest Talk – Introduction to AI Coding（From Vibe Coding to Agentic Engineering）

It is our honor to invite Mr. Keith Li (Co-founder and CEO, Innopage Limited) to give a talk for the 1^st year students in the course CMS1000 - Computer and Mathematical Sciences Professionals in Society under Faculty of Computer and Mathematical Sciences (FCMS) on 5^th Oct 2026. The objectives of CMS1000 are to introduce students to variety of professions, enthuse students about their major study and engage students in desirable forms of university learning. It is the 5^th lecture and his topic named “Introduction to AI Coding – From Vibe Coding to Agentic Engineering”. In the beginning, I took a selfie with Mr. Keith Li. We met at the Cyber Security Summit last year.

In the beginning, Mr. Keith Li gave self-introduction about his background including AI and entrepreneur in industries and education. His companies got many different ICT awards.

Then he shared most updated news about AI including Anthropic boss views.

And then Keith shared 3 radical GenAI predictions for 2027 that it is the end of manual coding, infographics and commercial posters. He demonstrated how to do the infographic using GenAI onsite.

After that he introduced Vibe Coding that is a software development approach where you use natural language prompts to instruct an AI tool to write, run, and fix code.

He also quoted Andrej Karpathy (Co-founder, OpenAI) who explored the shift from casual AI prompting ("vibe coding") to structured oversight ("agentic engineering").

Mr. Keith Li showed a diagram which explained from prompting to agentic engineering.

Finally, he introduced NotebookLM to do slides and changed to editable PowerPoint!

Keith also compared the SEO (Search Engine Optimization) and GEO (Generative Engine Optimization) where SEO helps company’s pages rank in traditional search engine results (like Google and Bing), while GEO helps company’s brand get cited and included inside AI-generated answers and assistants (like ChatGPT, Claude, Perplexity, and Google AI Overviews).

Q&A session

Dr. Adam Leung represented FCMS to present certificate to our guest speaker Mr. Keith Li.

Lastly, we took a group photo with all year 1 students under FCMS.

Reference

FCMS - https://www.polyu.edu.hk/fcms/

COMP - https://www.polyu.edu.hk/comp/

20251106: Cyber Security Summit Hong Kong 2025 - https://qualityalchemist.blogspot.com/2025/11/cyber-security-summit-hong-kong-2025.html

2026年10月2日星期五

Extension Innovation Method Training for COMP Student's Capstone Project 2026

I provided Extenics and Extension Innovation Method (METS) training to my two Capstone Project students (Ms. Chong Zhi Yi, Mae and Mr. Yu Cheuk Pan, Tom) and Henry’s colleagues in i3D Printer HK office on 2^nd Oct 2026. In the beginning, Marco helped me to take a group photo with attendees. I brought my books and gave all participants as gifts.

I introduced four steps of Extension Innovation Method including Model, Extension, Transformation and Selection (METS) and asked all participants to practice it including matter-element, affair-element and relation-element.

Finally, I took a photo with Mr. Henry Lee (our capstone project industrial advisor) and introduced some books about Extenics to him. It is a golden opportunity to involve the Extenics into Hong Kong AI education because Extenics is one of branches in Chinese Association for Artificial Intelligence (CAAI) (中国人工智能学会).

Reference

COMP - https://www.polyu.edu.hk/comp/

20260925: Visit to i3D Printer HK for COMP Student's Capstone Project 2026 - https://qualityalchemist.blogspot.com/2026/09/visit-to-i3d-printer-hk-for-comp.html

20260922: CMS1000 Guest Talk – STEM Education Business - https://qualityalchemist.blogspot.com/2026/09/cms1000-guest-talk-stem-education.html

20260717: Industrial Lunch and Meeting for Funding Proposal and Capstone Project - https://qualityalchemist.blogspot.com/2026/07/industrial-lunch-and-meeting-for.html

2026年9月25日星期五

Industrial Lunch in PolyU (SAE friends) after the AI seminar

On 25^th Sep 2026, Dr. YC Chau and Dr. Luk Chi Fai come to PolyU for attending the seminar named “Dassault Systèmes Strategy in the Era of Industrial AI”. We met Mr. Eddie Hui (IT emaos) and took a photo in front of seminar hall for memory.

Then they entered the hall for the seminar and I led students to visit STEM Education company for capstone project this morning. YC took some photos for sharing the insight of the seminar.

Dr. Nicolas Jeannee (VP, 3DEXPERIENCE Edu, Dassault Systèmes) was the guest speaker.

He introduced Physic AI in Factory and Experience.

Industry world models using virtual twins were introduced.

After the seminar and I finished the company visit, we had lunch in PolyU.

(Left: Mr. Lam (林念华), Mr. Stephen Tang (Director, ODU), Dr. YC Chau, I, Mr. Henry Lee and Dr. Luk Chi Fai)

Reference

COMP - https://www.polyu.edu.hk/comp/

PolyU Entrepreneur Mastermind Talk - https://www.polyu.edu.hk/kteo/entrepreneurship/polyu-entrepreneur-mastermind-talk/

20260717: Industrial Lunch and Meeting for Funding Proposal and Capstone Project - https://qualityalchemist.blogspot.com/2026/07/industrial-lunch-and-meeting-for.html

20260925: Visit to i3D Printer HK for COMP Student's Capstone Project 2026 - https://qualityalchemist.blogspot.com/2026/09/visit-to-i3d-printer-hk-for-comp.html

Visit to i3D Printer HK for COMP Student's Capstone Project 2026

I am honor to invit Mr. Henry Lee as our capstone project industrial advisor and I led my students to visit his company for STEM education related capstone project on 25^th Sep 2026. The project name is “LKH5: Website based online creative platform of Extenics named METS Platform”. Since 1983, Prof. Cai Wen has developed "Extenics," a foundational AI theory from China. The project aims to transform the Extension Innovation Method (METS) into an engaging educational tool, so as to create an online game / creative platform called "METS Platform." We took a photo in the company for memory.

(Left: Mr. Henry Lee, Mr. Yu Cheuk Pan, Tom, Ms. Chong Zhi Yi, Mae and I)

Henry introduced his company and different services about STEM education they provided.

We took a photo with company most updated 3D printer for STEM education use.

And then Henry introduced different application environment for STEM education such as monitoring animal environment using AI and IoT.

Finally, he introduced their different version of 3D printer.

Many thanks for Henry’s support.

Reference

COMP - https://www.polyu.edu.hk/comp/

20260922: CMS1000 Guest Talk – STEM Education Business - https://qualityalchemist.blogspot.com/2026/09/cms1000-guest-talk-stem-education.html

20260717: Industrial Lunch and Meeting for Funding Proposal and Capstone Project - https://qualityalchemist.blogspot.com/2026/07/industrial-lunch-and-meeting-for.html

2026年9月23日星期三

Visit to HKPMAC for COMP Student's Capstone Project 2026

On 23^rd Sep 2026 afternoon, I lead my students Ms. Iris Lau, Mr. Marco Wong and Ms. Fiona Tam to visit the Hong Kong Precious Metals Assay Centre (HKPMAC) under Hong Kong Gold Exchange (HKGX). It is the first capstone project named “LKH1: Development of Laboratory Information System (LIMS) for operation performance enhancement” since 2025. The project aims to design and implement online ERP system to replace the existing excel based system for laboratory operation. We arrived in the Hong Kong Gold Exchange and took a photo.

And then Dr. Kathy Fu (Lab Manager, HKPMAC) led us to visit the laboratory.

She explained the daily operation of laboratory and we need to register before access.

Different instruments are introduced such as X-Ray Fluorescence Spectroscopy.

After that Dr. Kathy Fu introduced their data and customer recording excel-based systems and problems to students. It is an important kick-off meeting for this capstone project.

Finally, we took a group photo with Mr. Brian Fung (CEO, HKGX). Many thanks Brian and Kathy supporting to PolyU COMP Student Capstone Project.

(Left: Ms. Iris Lau, Ms. Fiona Tam, Mr. Brian Fung, I, Dr. Kathy Fu and Mr. Marco Wong)

Reference

COMP - https://www.polyu.edu.hk/comp/

Hong Kong Gold Exchange (HKGX) - https://hkgx.com.hk/en

Hong Kong Precious Metals Assay Centre Limited (HOKLAS 234) - http://www.itc.gov.hk/en/quality/hkas/doc/scopes/234.pdf

HKPMAC - http://www.hkpmac.com.hk/en/

20250904: Visit to HKPMAC for starting Students' Capstone Project - https://qualityalchemist.blogspot.com/2025/09/visit-to-hkpmac-for-starting-students.html

20250312: Visit Hong Kong Precious Metals Assay Centre for COMP Students’ Capstone Project - https://qualityalchemist.blogspot.com/2025/03/visit-hong-kong-precious-metals-assay.html

Visit to Material Tech for COMP Student's Capstone Project 2026

I lead my students Ms. Hui Yung Ki, Mr. CHAN Ying Wai and Mr. CHAN Chun Kit to visit the Material Tech on 23^rd Sep 2026. It is continued capstone project named “LKH2: Robot Arm Control System for Concrete Cube Handling”. The project aims to design and enhance the robotic arm to handing concrete sample for different measurement. We waited in the Tin Shui Wai Station in the morning and then took a taxi to go to the laboratory.

We arrived the Material Tech and took a photo for memory.

Mr. Herman Tang (Assistant General Manager) explained their new project to my students.

Then I met Mr. Kwong Lap Kong who is partner of Mr. Felix Chan (Managing Director, Material Tech).

Herman then explained and demonstrated different testing operations to my students.

He also showed the sample with QR code and RFID tap.

Then they took a photo in front of the testing concrete samples.

Another laboratory for power test.

Finally, we took a group photo in front of the laboratory entry before left.

Reference

COMP - https://www.polyu.edu.hk/comp/

Material Tech - http://en.materialtech.com.hk/

20250909: Visit to Material Tech for starting COMP Students’ Capstone Project - https://qualityalchemist.blogspot.com/2025/09/visit-to-material-tech-for-starting.html

20250516: Material Tech visit PolyU Industrial Centre for COMP Students’ Capstone Project - https://qualityalchemist.blogspot.com/2025/05/material-tech-visit-polyu-industrial.html

20250326: Visit Material Tech Co. Ltd. for COMP Students’ Capstone Project - https://qualityalchemist.blogspot.com/2025/03/visit-material-tech-co-ltd-for-comp.html

2026年9月22日星期二

CMS1000 Guest Talk – STEM Education Business

I was honor to invite Mr. Henry Lee (Founder, JobMatriz & Idea Maker HK (i3D Printer HK)) to give a talk for the 1^st year students in the course CMS1000 - Computer and Mathematical Sciences Professionals in Society under Faculty of Computer and Mathematical Sciences (FCMS) on 22^nd Sep 2026. The objectives of CMS1000 are to introduce students to variety of professions, enthuse students about their major study and engage students in desirable forms of university learning. It is the 3^rd lecture that my guest’s topic named “STEM Education Business – From Engineer to EduTech Entrepreneur”.

In the beginning, Mr. Henry Lee gave self-introduction about his background including engineer and entrepreneur in electronic industries and EdTech.

Then he briefed the STEAM that is not just a curriculum but a mindset for innovation and problem solving.

And then he introduced his career journey from engineer to business owner. We had both serviced in EPA Center in CityU long time ago!

After that he mentioned why he need to search new technology (3D printing) for fasting prototyping solution.

Finally, he stated his STEM Map and most involved problem solving and train the trainer.

Henry formed startup from zero to one through design thinking, TRIZ and 3D printing.

Because of handling different teachers and classes, his team developed JobMatriz and it employed for study, part-time job and other social activities.