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Featured Success Story
Building an IPO Evaluator with Manus AI
Boon Peng Yeo
Director at Synpulse Management ConsultingGA100 Alumni, May 2026
Focus of their journey
Moving from passive AI consumption to hands-on building, applying Gen AI tools and prompt engineering frameworks to ship a working product in a senior consulting context.
How they bridged the gap
- Designed and built a Hong Kong IPO evaluator with Manus AI
- Integrated the Yahoo Finance API for dynamic IPO data
- Applied prompt engineering frameworks from GA100 to real workflows
- Iterated through debugging and refinement to ship a working website
Where it led
- Shifted from passive AI watcher to active builder and experimenter
- Brought hands-on Gen AI capability into consulting projects
- Gained a clear-eyed view of the real costs and trade-offs of agentic AI

You can't learn AI by passively watching videos or reading reports.
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"Each module came with real-world examples and hands-on exercises that made it easy to apply the concepts immediately."
Loh Chih Wei praised DM100's practical content covering SEO, SEM, content creation, and analytics with up-to-date industry insights. She left noticeably more confident in measuring and optimising campaigns.
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Yuan Lin chose Heicoders for its focus on performance marketing. Instructor Eugene's real-world examples helped her connect the dots across SEO, SEM, and paid channels. Highly recommended, backed by strong feedback from friends who took other Heicoders courses.
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Jie Hui completed DM100 with instructor Eugene and found it highly insightful. Eugene's depth of knowledge and willingness to guide the class made the course well worth it for anyone interested in digital marketing.
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Vivien attended DA100 using SkillsFuture subsidy and praised instructor Yu Long's patience and professionalism throughout the course.
"Darryl emphasised hypothesis-driven data analysis, shared pro tips, and was very patient with all our questions."
Abigail valued instructor Darryl's practical approach in DA100, particularly his focus on gaining useful insights through structured analysis and his readiness to address every question.
"Instructor Yu Long and TA Clement are extremely helpful, answering all my enquiries promptly and with passion."
Clare found DA100's teaching team consistently engaging and responsive. Both instructor Yu Long and TA Clement demonstrated genuine enthusiasm for the subject and the students.
"Heicoders proved me wrong, hands-on practice, industry insights, and a great capstone made all the difference."
Initially sceptical of course providers, Winston was won over by DA100's practical SQL and Tableau content under instructor Shawn. He later took GA100 and found it equally hands-on, covering LLMs, prompt engineering, and AI-enabled workflows.
"Instructor Yu Siang is very patient and passionate about GA100. DA100 was equally useful for understanding how metrics tell different stories."
Jean recommends both GA100 for AI workflows and DA100 for analytical roles. She appreciated instructors Yu Siang (GA100) and Darryl, Min Yan, and Keesha (DA100) for their friendly and knowledgeable teaching.
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