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About

The short version
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I am a Solution Consultant at CMC Global, covering AI and enterprise pre-sales for APAC with Singapore and Malaysia as primary markets. I hold an MSc in Computer Science from Universiti Teknologi Malaysia, and I am AWS Certified AI Practitioner, PSM II and PSPO II certified.

The longer version
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I started as a developer, moved into delivery leadership, and ended up in pre-sales — which turned out to be the role that uses all of it. A pre-sales architect who cannot code writes proposals that delivery teams quietly rewrite. A developer who cannot read a procurement gate builds elegant things nobody buys. The interesting work lives where those two constraints meet.

Most of my engagements start the same way: a client describes a symptom, not a problem. Warehouse throughput is down. The call centre cannot scale. Claims adjudication takes three weeks. The first real deliverable is almost never architecture — it is a shared, honest definition of what is actually broken and what “solved” looks like in numbers.

How I work
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  • Assumptions get written down. If an estimate depends on the client having a clean data feed, that goes on the page, not in my head.
  • Risk gets flagged early, not managed later. A deal that dies at discovery costs less than one that dies in UAT.
  • Stack-agnostic by default. The right answer is sometimes a deterministic rules engine, not an LLM. I have talked clients out of AI more than once.
  • Estimates are built bottom-up. WBS, effort, buffer, margin — not a number reverse-engineered from what the client hoped to hear.

Outside work
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Card magic — sleight of hand, mostly close-up. Building and shipping side projects nobody asked for. A Proxmox home server running more services than it strictly needs.

Contact
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Related

Resume

Nguyen Hoang — AI Solutions Architect & APAC Pre-Sales Consultant Da Nang, Vietnam · hoangtrankhoinguyen@gmail.com · LinkedIn · Download PDF Summary # AI Solutions Architect and Pre-Sales Consultant specialising in APAC enterprise pursuits — bridging deep technical architecture (digital twin, voice AI, RAG, computer vision, edge computing) with consultative business outcomes (ODC scaling, market entry, win-rate improvement). Closed SGD 1M pipeline across Singapore and Malaysia, authored 100+ proposals, and architected 15+ enterprise solutions spanning semiconductor manufacturing, travel and aviation, BFSI, healthcare, renewable energy and facility management. AWS Certified AI Practitioner with hands-on full-stack capability — proven by a published mobile app and production-grade systems — that gives every solutioning conversation engineering credibility.