| Event Profile | |
| Class/ Online | Classroom |
| Date | 17 September 2026 |
| Time | 9am to 5pm |
| Venue | Holiday Inn Atrium Singapore (Halal Certified) 317 Outram Road Singapore 169075 |
| Fee | 9% GST will apply SGD 550.003 & above: SGD530.00 each For Member SGD 522.5 3 & above: SGD503.5 each |
| Note | Two tea breaks and buffet lunch will be served. Limited complimentary car parking coupons are available upon request. |
| Other Date(s) | 1) 30 Jun 2026 |
| Trainer | |
| Activity | |
| You may reach us via T: 6204 6214 E: info@ccisg.com Alternatively, you may send below details to register Contact Person Company (optional), Name, Job Title, Mailing Address, Tel, Email Participant(s) Name, Job Title, Email | |
This hands-on course introduces the synergy of Generative AI and "Vibe Coding" to accelerate product development, rapidly building web applications.
You will learn to transform a basic idea into a validated concept, generate functional, production-ready product solution without writing a single line of codes yourself, complete with professional assets, and master debugging AI-driven solutions.
We will also explore advanced concepts like Retrieval-Augmented Generation (RAG) for building contextual tools.
Understand the three key ingredients to build a working web app that is practical and deployable, with step-by-step guidance, and engaging activities, to innovate and develop in today’s AI-powered world.
Participants should have a personal email account, preferably Google account, to create the AI Web Apps
You will learn to transform a basic idea into a validated concept, generate functional, production-ready product solution without writing a single line of codes yourself, complete with professional assets, and master debugging AI-driven solutions.
We will also explore advanced concepts like Retrieval-Augmented Generation (RAG) for building contextual tools.
Understand the three key ingredients to build a working web app that is practical and deployable, with step-by-step guidance, and engaging activities, to innovate and develop in today’s AI-powered world.
Participants should have a personal email account, preferably Google account, to create the AI Web Apps
Objective
By the end of this course, learners will be able to:
- Convert a raw idea into a validated, researched concept and define a clear Product Requirements Document (PRD).
- Leverage Generative AI and Vibe Coding to generate production-ready code for a functional web application.
- Complete and deploy a shareable web application "live" online.
- Debug and effectively iterate on AI-generated solutions when challenges arise.
- Understand the mechanics and application of Retrieval-Augmented Generation (RAG) for overcoming LLM knowledge limitations
Outline
AI Foundations and Tools
Introduction to Vibe Coding and Web App Architecture
Concept to Product: Product Definition, Research, and Validation
Other Concepts & Preservation
Hands-on: Vibe coded web app for your solution
Session Wrap-up and Q&A
After completing this course, learners can consider taking up Enhance Productivity, Automation and Efficiency with Generative AI App
- AI/LLM Foundations: Traditional vs. Generative AI and the core mechanism of LLMs
- Understanding Limitations: Knowledge gaps, bias, and "hallucinations".
- Working with AI: General guidelines on treating the LLM and prompt engineering
- Hands-on: Exploring AI Tools and Features (Web Search, Image Generation, Canvas, and Collaboration)
Introduction to Vibe Coding and Web App Architecture
- Introduction to Vibe Coding: The philosophy, benefits, and the different levels of AI-assisted coding
- Web Development Fundamentals: Differentiating static websites and dynamic web apps, and the roles of HTML, CSS, and JavaScript
- Vibe App Front-End - Creating an interactive AI web app using the AI platform
- Working with APIs: Understanding Application Programming Interfaces, API Keys, Secrets
- Vibe App Front-End + Back-End - Making an App Wrapper with a custom personality
- Data Persistence: Why Databases are essential and the four fundamental CRUD operations
- Vibe App Database-Driven App - Building a collaborative application with an online database and authentication
Concept to Product: Product Definition, Research, and Validation
- The Product Development Cycle: A simplified roadmap from Discovery to Launch
- Idea Validation: Brainstorming, problem deep dives, and using advanced AI models to explore and validate concepts
- Definition: Crafting a Product Requirements Document (PRD) and validation with AI
- Prototyping: UI/UX design principles, creating wireframes and mockups to guide the creator
- Building: Combining all assets (PRD, wireframes, specs) into a final detailed prompt for your AI creator, with practical debugging tips
Other Concepts & Preservation
- Production readiness check and key requirements for a web app site
- Retrieval-Augmented Generation (RAG): A hybrid AI approach to overcome LLM limitations by retrieving and augmenting context from proprietary data
- Optional: Saving and options for migrating your project
Hands-on: Vibe coded web app for your solution
Session Wrap-up and Q&A
After completing this course, learners can consider taking up Enhance Productivity, Automation and Efficiency with Generative AI App
Who should attend
- Designers & Product Managers seeking to accelerate their workflow by prototyping concepts quickly
- Business Professionals & Learners with app ideas who want to become productive faster and build functional, deployed web app
- Programmers looking to use AI to "orchestrate an army of tireless coders" and focus on high-level orchestration
- Learners who want to leverage AI for rapid application development, prototyping, and creating viable business products
- Technical and non-technical professionals
Prerequisite
- No prior technical expertise is required, but Must know how to use laptops, usage of the browser and run software and applications. Laptop/Macbook that can acccess Hotel Wifi or your own mobile hotspot
- There is no prior knowledge required to complete this course.
- Participants should have a personal email or Google account to create AI Web apps for our hands-on activities.
Methodology
This is a hands-on course, so bringing along a laptop is useful. There will be hands-on practices, activities, demonstration for various topics so that you can apply what is being taught.
A combination of lectures, case examples, videos and hands-on exercises will be used to engage participants to understand, learn and acquire practical skills about the various topics.
The trainer will explain on the topic and then guide you through with step-by-step practice or demonstrate on the topic.
A combination of lectures, case examples, videos and hands-on exercises will be used to engage participants to understand, learn and acquire practical skills about the various topics.
The trainer will explain on the topic and then guide you through with step-by-step practice or demonstrate on the topic.
Testimonial
Swee Chye was effective and I learnt new AI tools available and how to use them well. Very useful & hands-on course on AI – DSTA
The different platform available for different features or needs are good, some of the AI are indeed useful to implement for my daily works, and Swee Chye taught very well – HTX\
The different types of AI & available apps to be used are great. It was very informative and trainer was well prepared - ICA
How easy and advanced vibe coding is. And Swee Chye was attentive to all the questions – BCA
The different platform available for different features or needs are good, some of the AI are indeed useful to implement for my daily works, and Swee Chye taught very well – HTX\
The different types of AI & available apps to be used are great. It was very informative and trainer was well prepared - ICA
How easy and advanced vibe coding is. And Swee Chye was attentive to all the questions – BCA
Ang Swee Chye's Profile
Certified Technology Trainer, Facilitator and Consultant
Certifications
Swee Chye is an experience trainer certified by various organization. He is certified by the following organizations:
Education
He holds an honours degree in Electrical and Electronics Engineering, who possesses a strong passion in ICT Training, and has trained many organizations and customers globally.
Working Experience
He has more than 27 years of ICT experience. He has been providing ICT training to government, private institutions and organizations in 5 different continents. He specializes in Cyber Security, Internet of Things (IoT), Mobile Development, Data Science, Data Analytics, Artificial Intelligence, Machine Learning, Gen AI and Prompt Engineering, Cloud Computing and Web Development. He focuses on data and data-related training programs to create， diagnose, analyse and predict (Gen AI， Data Science, Data Analytics, IoT, AI & ML), to protect data and mitigate risk (Cybersecurity) and to automate system and processes (Programming, Robotics & RPA). All these can be scaled and performed on premise or in the cloud.
Customers/Clients Credentials
Clients from diverse industries he has trained include GovTech, Temasek Holdings, JP Morgan, GIC, State Courts, DBS, IMDA, Proctor & Gamble, Nanyang University, Republic Polytechnic, Singapore Polytechnic, Pavilion Energy, Nanyang Polytechnic, HTX, SPF, more than 10 different SG Govt Ministries， and overseas clients like Hutchison Ports Holdings, Coscon Logistics, DHL, Panasonic, DOW Chemical, Damco, Yang Ming, Top Glove, Mitsui, LG among many others.
Professional Work
Apart from being a corporate trainer, Swee Chye does consultancy work in ICT in areas like Cyber Security, Data Analytics, IoT, Robotics, Mobile Application, Data Analytics and Web Development.
Certifications
Swee Chye is an experience trainer certified by various organization. He is certified by the following organizations:
- Microsoft-certified - Microsoft Certified Educator,
- Apple-certified - Apple Professional Learning Specialist & Apple teacher,
- IBM-certified - IBM Data Science Practitioner – Instructor & IBM Enterprise Design Thinking Practitioner,
- Certified EC Council - Computer Hacking Forensic Investigator & Certified Ethical Hacker, CyberSecurity Career Mentor, Prompt Engineering for Developers, and Generative AI
- AWS-certified - AWS Cloud Quest: Cloud Practitioner,
- AI Professionals Fundamental, Data Engineering Foundation, ChatGPT Prompt Engineering for Developers
Education
He holds an honours degree in Electrical and Electronics Engineering, who possesses a strong passion in ICT Training, and has trained many organizations and customers globally.
Working Experience
He has more than 27 years of ICT experience. He has been providing ICT training to government, private institutions and organizations in 5 different continents. He specializes in Cyber Security, Internet of Things (IoT), Mobile Development, Data Science, Data Analytics, Artificial Intelligence, Machine Learning, Gen AI and Prompt Engineering, Cloud Computing and Web Development. He focuses on data and data-related training programs to create， diagnose, analyse and predict (Gen AI， Data Science, Data Analytics, IoT, AI & ML), to protect data and mitigate risk (Cybersecurity) and to automate system and processes (Programming, Robotics & RPA). All these can be scaled and performed on premise or in the cloud.
Customers/Clients Credentials
Clients from diverse industries he has trained include GovTech, Temasek Holdings, JP Morgan, GIC, State Courts, DBS, IMDA, Proctor & Gamble, Nanyang University, Republic Polytechnic, Singapore Polytechnic, Pavilion Energy, Nanyang Polytechnic, HTX, SPF, more than 10 different SG Govt Ministries， and overseas clients like Hutchison Ports Holdings, Coscon Logistics, DHL, Panasonic, DOW Chemical, Damco, Yang Ming, Top Glove, Mitsui, LG among many others.
Professional Work
Apart from being a corporate trainer, Swee Chye does consultancy work in ICT in areas like Cyber Security, Data Analytics, IoT, Robotics, Mobile Application, Data Analytics and Web Development.
