Principal AI Architect: Agentic Workflow Design & Enterprise AI Transformation

Former Microsoft, Accenture, and IBM executive. Creator of the Agile 3.0 Framework for human+AI agent teams. I help enterprises architect, build, and scale production AI systems that deliver measurable business outcomes.
🏢 Who I Work With

* CTOs / VPs Engineering needing AI strategy and architecture
* Product Leaders integrating AI into existing workflows
* Enterprise Teams struggling with AI pilot-to-production transition
* Investment Firms evaluating AI portfolio companies

🔧 What I Deliver

1. Agentic AI Architecture
* Multi-agent systems using CrewAI, LangGraph, AutoGen
* Production workflows with observability, cost tracking, and governance
* Integration with existing tools (Azure DevOps, Jira, CI/CD pipelines)

2. Agile 3.0 Transformation
* Evolve Product Owners → Prompt Architects
* Transform Scrum Masters → AI Risk Managers
* Upgrade Developers → Agent Supervisors
* Implement DoD 3.0 with AI-specific quality gates

3. LLMOps & Production AI
* AWS Bedrock, Azure AI Foundry, SageMaker
* RAG pipelines (Chroma, Pinecone, Weaviate)
* Fine-tuning (LoRA, QLoRA, PEFT)
* Cost optimization & token governance

4. Enterprise AI Landing Zones
* Multi-cloud AI infrastructure (AWS, Azure, Alibaba Cloud)
* Security, compliance, and governance frameworks
* Regulated industries: Financial services, healthcare, manufacturing

📊 Proven Results

From real client deployments documented in my Agile 3.0 whitepaper:
Metric Improvement
Delivery speed 80% faster
Deployment cycles 60% reduction
Development cost 92% reduction (trading platform case study)
Manual reporting 15 hours/week saved
Sales cycle 40% reduction (agentic CRM)
ROI 340% average within 6 months

🧠 Featured Case Studies
Financial Services: Trading Platform Modernization
Legacy platform → full trading simulator with bilingual UI
Team: 2 developers + 3 AI agents
Duration: 6 weeks (vs. 6 months traditional)
Cost: $38K (vs. $450K traditional)
Quality: 40% fewer defects than similar projects

Enterprise SaaS: AI Landing Zone Platform
Multi-cloud infrastructure provisioning with governance
Delivery: 3 weeks (vs. 4 months traditional)
Zero compliance violations

Manufacturing: Supply Chain Optimization
23% logistics cost reduction
65% faster disruption response
$4.2M annual savings identified

🛠️ Technology Expertise
Area Technologies
Agentic AI: CrewAI, LangGraph, AutoGen, OpenAI Agents
LLMOps: AWS Bedrock, SageMaker, Azure AI Foundry, MLflow
Cloud: AWS, Azure, Alibaba Cloud, Kubernetes, Terraform
Orchestration: n8n, Azure Functions, Lambda
RAG/Vector: Chroma, FAISS, Pinecone, Weaviate
Fine-tuning: LoRA, QLoRA, PEFT, Transformers
ML Monitoring: Weights & Biases, Evidently, MLflow

📄 Credentials & Recognition
Featured: Proficient AI Engineer Directory
Certifications:
Microsoft: Azure Solutions Architect Expert, Azure AI Engineer
AWS: Solutions Architect Professional, DevOps Engineer Professional
Scrum.org: PSPO II, PSM I
Education: B.S. Information Technology — New York University

Languages: English (fluent), Mandarin (conversational)

📘 The Agile 3.0 Framework
I authored the Agile 3.0 whitepaper—a production-validated framework for managing human+AI agent teams. Used by Fortune 500 companies to:
Evolve roles for AI collaboration
Adapt processes for continuous flow
Implement tooling with observability & cost tracking
Measure what matters in hybrid teams

🎯 Engagement Models
Type Typical Scope Best For
Strategic Advisory 2-4 hours/week Leadership guidance, roadmap validation
Architecture Sprint 2-4 weeks intensive System design, PoC development
Fractional AI Leadership Part-time ongoing Startups/scaleups needing executive expertise
Project Delivery Full-scope engagement End-to-end AI system development

🚀 Quick Start: AI Strategy Audit
90-minute deep dive + 5-page actionable roadmap. $1,500 fixed.
Perfect for:
Validating an AI idea before committing to build
Getting a second opinion on your current strategy
Scoping a larger project with clear requirements
Understanding if we're the right fit to work together

*Includes: pre-call questionnaire, 90-min video consultation, and 5-page roadmap delivered within 5 business days.*

💰 Investment
Strategic Advisory: from $275/hour
Fixed Projects: from $15K–$50K (based on scope)
Fractional Leadership: custom retainer arrangements

Final rates tailored to engagement scope and duration.
💬 What Clients Say

"Al architected our AI landing zone in 3 weeks—what we estimated would take 4 months. More importantly, he built it with governance and compliance baked in, not bolted on."
— CTO, Enterprise SaaS Client

"The Agile 3.0 framework saved us from chaos when we introduced AI agents. Our POs finally understand how to prompt, and our SMs focus on real risk management instead of meeting minutes."
— Head of Engineering, Financial Services

🌐 Portfolio & Demos

Chat with my AI Twin: almateus.me
AI Agent Factory: myairep.io
ALEX AI Financial Planner: advisor.almateus.me
GitHub: github.com/amateus1
Agile 3.0 Whitepaper: agile-3.optimops.ai

📍 Location & Availability
Based: US & Southeast Asia
Coverage: Singapore | Hong Kong | Malaysia | Remote
Open to: Short-term projects, retainers, fractional leadership

✅ Next Step
Let's discuss your specific AI transformation goals. I'll share relevant case studies and a tailored approach.
[Message me on Jobbers]