MICHAEL SERRA · DIGITAL ARCHITECT · Zero-to-One Specialist
Production systems and AI workflows, from Zero to One.
I build reliable APIs, intelligent automation, and systems that scale. Strong on architecture, data, and getting from ideation to shipped.
See live demos ↓LIVE DEMOS
Try what I build. RAG, chat, and structured extraction—same stack I use for production: LangChain and AWS Bedrock.
Retrieval-Augmented Generation
RAG Text Demo
Paste text, get safety-checked answers and citations. Chunking, embeddings, and generation via LangChain + AWS Bedrock.
Multi-turn conversation
Chat
Conversational AI powered by LangChain and Bedrock. Ask questions and follow up in context.
Data extraction
AI Workflow
Paste unstructured data and get structured output (e.g. JSON). Built with the same LangChain + Bedrock stack.
PROJECTS & IMPACT
From e-commerce and ERP to SaaS and automation—built and shipped for real users and measurable outcomes.
E-COMMERCE Storefront, CRM, Product Management
5,000+ Users, 300+ Products, 1 Unified Platform
Modernize Legacy Systems
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MANAGED SERVICE PROVIDER
15% Reduction in Customer Churn, Streamlined billing and service contract onboarding.
Disjointed Systems
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LIFESTYLE & WELLNESS APP
Zero-to-One
Autonomous SaaS
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How I think about building
From escaping the monolith to systematic automation to context-aware AI—I design for flexibility first, so your data becomes an asset and your people can focus on what matters. Process before tech; then let the engine do the work.
Read the roadmap →AI Stack
Web Stack
Azure Enterprise Stack