Your AI PM Ambassador
Where Taiwan AI PM Initiated
Global AI SME | Transforming Project Delivery with Vibe Coding. Driving the next generation of PM practices with Generative AI and international standards.
- AUG282026Think Like a Child, Analyse Like a ProVirtualOnlineEnglish
- AUG182026AI Detective Academy: Teaching Business Analysis, AI, and Sustainability Thinking Beyond the BA Community.VirtualOnlineEnglish
- JUL272026Velocity ≠ Maturity: Why Scrum Masters and Product Owners Will Define the Next Five Years of AI-Era AgileSingaporeSingaporeIn-PersonEnglish
Courses & Workshops
Transform your team with AI-enhanced project management
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[Online Micro-Course] Let AI Turn a Single Excel Sheet into an Interactive Dashboard
Do you never open your Excel sheets again once they're finished? In this one-hour live online course, we will use real operational data (orders, revenue) to demonstrate live how AI can understand data, spot trends and anomalies, and provide business recommendations—all without you needing to learn Power BI or write any code. Then, we will turn that same data into an interactive web dashboard with a shareable link. The entire session features real prompt iterations and live troubleshooting; it's not a pre-recorded, flawless demo. After the class, you will take away two prompt workflows that you can apply to your own data. This course is perfect for anyone who frequently organizes Excel files, creates reports, or wants to leverage AI for data analysis without having to learn complex BI tools. In 60 minutes, we'll accomplish two things: understand data and build a product.
[Online Micro-Course] Is AGI Here? What Exactly Can GPT-6 Astra Do? A 60-Minute Hands-On Test From AI Assistant to 3D Web Prototype
Is AGI here? What people are discussing about Astra isn't just that it 'answers smarter', but rather that it can now see the screen, operate computers, continuously complete multi-step tasks, and even assist with coding, 3D software, and professional tools. Many people still ask: What exactly is the difference between this and the ChatGPT I usually use? In this one-hour online live course, there's no need to memorize benchmarks, and we won't talk about complex model principles. Instead, we will use four live demos to show you what Astra can actually achieve in real-world tasks. Finally, using 'turning a photo into an operable 3D HTML space' as an example, we will demonstrate how AI strings together image understanding, webpage generation, interaction design, and logic simulation into a shareable final result.
[Online Micro-Course] Your Hard Work Goes Unseen by Your Boss - The AI Workflow for Turning Data into Insightful Content
Have you ever experienced this: you stayed up all night creating a report, but when you presented it in the meeting, your boss didn't even look up? Or you gathered a massive stack of data—competitor movements, market statistics, or jargon-filled academic papers—but couldn't draw out a single compelling storyline? The problem isn't that you didn't do enough; it's that your hard work hasn't been "translated" into insights that others can understand and remember. This 90-minute online micro-course will demonstrate a complete AI content workflow in real time. The focus isn't on teaching you how to make pretty PowerPoint slides, but on answering a more fundamental question: how to structure your content before you even start designing slides. From "understanding incomprehensible data first" to finding the main storyline, conducting analysis, condensing it into copy, and finally moving to slide production—we will walk through the entire process. (Note: This course will also include a bonus demonstration of the Napkins + GPT workflow not covered in previous AI presentation classes.)
AI Projects (Vibe Coding)
Practical AI applications built with modern frameworks
See All Projects →PM Mayors: The PM Life Simulator
An interactive PM / BA / SA career and life simulation game that takes players from age 16 to retirement. Every decision shapes a different life — career, AI skills, salary, relationships, housing, family, investments, industry cycles, and retirement. Built as an educational simulation where players can compare how different decisions lead to completely different outcomes.
Slide → Handout Converter
Convert dark-themed presentation PDFs to grayscale handouts for clean black-and-white printing. 100% client-side — your files never leave your browser.
Agile Risk Guard
Agile Risk Guard is an AI-powered risk register generator built for project managers, designed to streamline risk identification through guided conversations. By collecting key project details such as scope, timeline, budget, assumptions, and constraints, it automatically creates a structured risk register and calculates Probability × Impact scores in real time. With multilingual support, BYOK integration, editable risk entries, and flexible export options including CSV, styled Excel, and Google Sheets, Agile Risk Guard helps teams identify critical risks faster, close information gaps, and manage project uncertainty with greater speed and confidence.
PM Mayors Virtual Fortune Temple
English Description PM Mayor's Virtual Land God Temple - 2026 Fortune Guide An immersive interactive web application that blends traditional folklore with modern frontend technology. Designed for the 2026 Year of the Horse, this app offers a complete digital fortune-telling experience, including the traditional "Moon Blocks" ritual and bilingual (TC/EN) interpretations. Featuring responsive 3D animations, social sharing, and a serverless architecture, it successfully bridges cultural heritage with digital innovation.
AI Won't Wait Until You're Ready-And It Won't Stop the Day You Finally Learn It
The question I get most often is whether AI is changing too fast to be worth learning right now. My answer: "too fast" isn't a reason to wait for things to settle. It's the signal that the gap has started compounding. Enterprise AI agent adoption is projected to jump from under 5% to 40% within a year, and AI-written code climbed from roughly 10% to nearly half in two years. But the less-discussed half of the problem is the other camp: people who take the class, fill a notebook, and then cut all contact. AI skills now have a half-life of about a year, which makes finishing and stopping riskier than never starting, because you think you've still got it. My strongest students never studied AI like an academic subject. They treat it as a working partner and never stop tinkering. It's not a vaccine. It's fitness. You don't have to be fast, you just can't stop.
Automate Your Output, Not Your Judgment
Almost every company I coach wants the same thing on day one: let AI run the comments, the replies, the social content, all of it, on autopilot. I get the appeal. But full automation cuts both ways. When AI gets it wrong, it gets it wrong in your brand's voice, and when that turns into a legal or regulatory problem, the fine has your name on it, not the bot's. This piece is about what actually matters in the age of AI. It isn't speed. It's the one checkpoint where a human looks before anything ships, and how a single Google Sheet plus one review step keeps most of the damage outside your door.
I Used AI to Save an Agile Team 6 Hours in One Sprint — But That Was Not the Real Win
AI can help Agile teams save time by speeding up meeting summaries, backlog refinement, acceptance criteria writing, and sprint preparation. But the real value is not only productivity. The bigger value is that AI helps teams see weak assumptions earlier and ask whether the sprint is truly solving the right problem. In the AI era, Agile should become the enterprise’s learning system, helping teams validate assumptions, protect priorities, improve decision quality, and avoid moving faster in the wrong direction.
— TAO-CHUN LIU · PM MAYORS
Why Agile is Your Only Survival Mechanism in the AI Era?
Institute of Project Management.
[Interview]AI, Project Managment and more with Tao Chun Liu and Beata Leyland
Leyland Consulting LLC
Project Management Institute
PMI Pushing the Limits: Transforming Project Management with Generative AI Innovation
Project Management Institute
Embracing AI in Project Management: A Comprehensive Guide
Institute of Project Management
Presentation Recap: AI-Driven Agility and Redefining Risk Management in Agile Teams
ProjectManagement.com
How to Become a Successful Project Manager in the Digital Era
Institute of Project Management
The Evolution of Project Management Education in the Next Decade
Institute of Project Management
Let's build the next practice of PM — together.
Open for keynote invitations, executive workshops, and a small number of AI-transformation advisory engagements each quarter.
