You will get a zero-hallucination Enterprise AI Agent framework & blueprint
Rising Talent
Rising Talent
Project details
Integrating LLMs is easy. Keeping them from hallucinating out of context or breaking your brand's trust in production is the hardest engineering challenge of 2026.
I am Zaious, a Fractional Chief AI Officer and Agentic Architect. With a Master's in Human-Computer Interaction (HCI) and 10+ years of engineering experience, I don't just "write prompts." I design impenetrable, Human-in-the-Loop (HITL) architectures that ensure your AI agents act safely, deterministically, and exactly within their defined boundaries.
Why Choose This Technical Consulting Tier? If your team is transitioning from single-prompt experiments to a production-ready, multi-agent framework, you cannot afford architectural tech debt. My blueprints prevent 'Persona Drift', enforce strict Vector-level RBAC (Role-Based Access Control), and design deterministic "Tool-Use" sandboxes.
Provide me with your technical bottlenecks, and I will deliver an enterprise-grade architectural blueprint that saves you weeks of expensive developer trial-and-error.
I am Zaious, a Fractional Chief AI Officer and Agentic Architect. With a Master's in Human-Computer Interaction (HCI) and 10+ years of engineering experience, I don't just "write prompts." I design impenetrable, Human-in-the-Loop (HITL) architectures that ensure your AI agents act safely, deterministically, and exactly within their defined boundaries.
Why Choose This Technical Consulting Tier? If your team is transitioning from single-prompt experiments to a production-ready, multi-agent framework, you cannot afford architectural tech debt. My blueprints prevent 'Persona Drift', enforce strict Vector-level RBAC (Role-Based Access Control), and design deterministic "Tool-Use" sandboxes.
Provide me with your technical bottlenecks, and I will deliver an enterprise-grade architectural blueprint that saves you weeks of expensive developer trial-and-error.
Machine Learning Tools
Azure Machine Learning, ChatGPT, GitHub Copilot, GPT-3, NumPy, NVIDIA AI Platform, pandas, Python, Python Scikit-Learn, SQL, Vertex AIWhat's included
| Service Tiers |
Starter
$300
|
Standard
$1,500
|
Advanced
$3,000
|
|---|---|---|---|
| Delivery Time | 2 days | 5 days | 14 days |
Number of Revisions | 1 | 2 | 3 |
Number of Graphs/Charts | 0 | 2 | 3 |
Model Validation/Testing | - | - | |
Model Documentation | |||
Data Source Connectivity | - | ||
Source Code | - | - |
About Meng Han
Fractional Chief AI Officer | Agentic UX Architect & Context Governanc
New Taipei City, Taiwan - 5:48 am local time
I am an Agentic UX Architect and Fractional AI Strategist. With a Master's in Human-Computer Interaction (HCI) and 10+ years of engineering experience, I don't just prompt models. I design impenetrable, Human-in-the-Loop (HITL) architectures that ensure your AI agents act safely, intuitively, and exactly within their defined boundaries.
Enterprise Scale: Leading Generative AI implementations at dentsu for global brands, ensuring enterprise-grade compliance and prompt security.
System Architecture: Creator of highly-constrained, multi-agent evaluation frameworks designed to prevent 'Persona Drift' and manage complex cognitive loads.
Subjective Governance: Translating subjective human behavioral rules into strict, systemic rubrics—the exact skillset needed for defining Agent behavioral guardrails.
I specialize in high-leverage consulting and architectural design:
1.AI Workflow Security Audit: Deep-dive review of your current RAG/Agent pipelines to identify compliance risks and hallucination triggers.
2.Context Governance Design: Architecting multi-agent systems with explicit permission boundaries and HITL override protocols.
3.Agentic UX Prototyping: Bridging the gap between raw LLM output and low-cognitive-load user interfaces.
If your team is transitioning from single-prompt experiments to production-ready, multi-agent frameworks, let's talk. I have capacity for 10-15 hours a week to act as your external Technical Product Manager or Architectural Advisor.
Steps for completing your project
After purchasing the project, send requirements so Meng Han can start the project.
Delivery time starts when Meng Han receives requirements from you.
Meng Han works on your project following the steps below.
Revisions may occur after the delivery date.
Architectural Discovery & Design
I will deeply analyze your provided requirements and pipeline architecture. Within the agreed timeframe, I will deliver the targeted blueprint, governance risk audit, or specific protocol design as outlined in your chosen tier.