CLAUDE CERTIFIED ARCHITECT
Production agentic systems in days, not months.
Singapore. Government grants cover up to 50%.
HOW I WORK
01
Architecture Audit
I review your Claude implementation across eight dimensions - agent design, context management, failure handling, MCP integration, memory, skill architecture, observability, and security. You get a current-state diagnosis, a recommended architecture, and a prioritized roadmap. Two to three days.
Three actionable improvements or full refund.
02
Agentic Sprint
I design and deploy a production system on your stack using autonomous AI infrastructure. You get working software, full documentation, a recorded handoff for your engineering team, and 30 days of post-deploy support. Two to four weeks.
Production stability guaranteed or free rework.
03
Embedded Architect
I become your ongoing architecture partner. Weekly cadence with your team, agent development, code review, and pair programming with your engineers. I build new systems, improve existing ones, and make sure your AI infrastructure compounds over time.
Three-month minimum engagement.
Engagements start at $5,000. Singapore government grants can cover up to 50%.
EDG covers up to 50% of custom AI project costs. No cap. EIS gives a 400% tax deduction on qualifying AI spend. A $15K sprint costs you under $5K net.
I help you apply.
RECENT WORK
DM Booking Engine
Lead generation
56% of real conversations convert to booked calls. A solo business owner was manually qualifying 30-40 DMs per day - 3 hours of copy-pasting. Built an AI engine that reads incoming messages, qualifies the prospect, responds in her voice, and books the meeting. Runs 24/7 with zero manual input.
From 3 hours/day to fully automated.
Tender Intelligence
Construction / procurement
Week-long proposal drafting compressed to one afternoon. Construction firms spend 1-4 weeks writing technical proposals for government tenders on GeBIZ. Built a system that reads tender requirements, maps them against the company's past projects, and drafts a compliant technical proposal with the right structure and terminology.
Senior bid managers get their week back.
IVF Clinic Finder
Healthcare
Patients matched to clinics based on their actual lab results. A healthcare founder needed something better than a directory listing. Designed an AI matching system that understands fertility lab testing, treatment history, and clinic specializations to route patients to the right place. In active development.
Intelligent routing, not just a search bar.
Tax Report Generator
Professional services
Text a client name, get back a formatted report. A Big 4-trained tax professional was spending hours pulling data from IRAS, client accounting systems, and internal databases, then assembling it into a formatted template. Built a system that calls multiple APIs, cross-references the data, and generates the complete report - correct structure, correct terminology, ready to review.
Multi-source API integration reduced to one text message.
Live Call Copilot
Sales / real-time AI
Real-time prompts during live sales conversations. Built an AI that taps directly into system audio, transcribes the call as it happens, and suggests what to say next based on the conversation context. Speech-to-text and LLM inference both run locally. Nothing leaves the machine.
Like having a senior sales coach whispering in your ear.
Outreach Pipeline
Sales automation
End-to-end from "who should I contact?" to meeting booked. Built an autonomous cold email infrastructure with 5 layers and an 11-state machine. Researches companies, finds contacts, verifies emails, writes personalized sequences in the sender's voice, and manages campaigns through to reply handling.
Full pipeline - research, write, send, track, follow up.
AI Tax Platform
SaaS / fintech
Singapore tax filing without the $2K accountant. Built a platform where SMEs upload financials, the system maps them to IRAS requirements, generates correct forms, and flags errors before submission. Shipped and serving real businesses.
A shipped product, not a prototype.
88
production skills
228
automated workflows
6
industry tools
35+
systems shipped
Claude Certified Architect
Anthropic's professional credential
Certified by the company that makes Claude. Deep expertise in agent design, context management, MCP integration, and production deployment.
Production AI Infrastructure
Running daily. Not a demo.
The architecture practice runs on its own AI infrastructure. Every client engagement is delivered through the same agent-driven system.
ABOUT
I'm a Claude Certified Architect based in Singapore. I don't build your system - I architect the agents that do.
I've built 35+ AI systems, a production infrastructure with 88 specialized skills, and 6 industry-specific tools for Singapore professional services. All powered by agentic AI.
I work with technical founders and enterprise AI teams who need production systems, not prototypes.
FAQ
Anthropic's professional credential for practitioners who demonstrate deep expertise in designing and building production systems with Claude. It covers agent design, context management, MCP integration, security, and system architecture.
EDG covers up to 50% of custom AI project costs for Singapore businesses. No fixed cap. Under EIS, qualifying AI expenditure gets a 400% tax deduction. I help you navigate the application process.
Audit: this week. Sprint: within 2 weeks. Embedded: next month.
Yes. I specialize in Claude and the Anthropic ecosystem - Claude Code, MCP protocol, Agent SDK. If you need GPT, Gemini, or multi-model architecture, I'm not your person. Depth over breadth.
You don't need to be. You need a specific problem that AI can solve and a business reason to solve it. I handle the architecture. But you do need engineering capacity to maintain the system after handoff.
Agentic AI architecture is the design of multi-agent systems where AI agents autonomously execute complex tasks - sharing context, handling failures, maintaining memory, and coordinating with each other. Unlike simple chatbots, agentic systems can research, build, deploy, and monitor software with minimal human supervision. It requires careful design of agent decomposition, context layers, failure handling, and memory persistence.
AI architecture engagements start at $5,000. Singapore government grants through EDG can cover up to 50% of project costs with no fixed cap, and EIS provides a 400% tax deduction on qualifying AI expenditure. A $15,000 engagement can effectively cost under $5,000 after grants and tax deductions.
15-minute call. No pitch. Just architecture.
Book a 15-min callor email kuan@aistrukt.com