Full-Stack Serverless Application with AI Integration
Decision Layer Consulting Platform
Built a production consulting platform from scratch demonstrating full-stack capabilities: Next.js frontend with React and TypeScript, Python Lambda backend, Amazon Bedrock AI chatbot with multi-agent architecture, and fully automated CI/CD deployment.
Challenge
Independent consultants need a professional web presence that demonstrates technical credibility—not just claims expertise but proves it. Most consulting sites are static brochures that don't showcase implementation ability.
Solution
Built a production consulting platform from scratch demonstrating full-stack capabilities: Next.js frontend with React and TypeScript, Python Lambda backend, Amazon Bedrock AI chatbot with multi-agent architecture, and fully automated CI/CD deployment.
Impact Metrics
Results
- • Full-stack deployment completed in under 2 weeks
- • AI chatbot with 3 specialized agents (routing, interview, consultant)
- • 100% serverless architecture with zero server management
- • <2 second page loads with 90+ Lighthouse scores
- • Automated CI/CD deployment on every git push
Business Impact
A working demonstration that bridges strategy and implementation. The site itself is the portfolio piece—proving the ability to deliver end-to-end from concept to production deployment.
Full-Stack Development Process
A proven approach combining statistical rigor, automation, and AWS best practices.
Architecture Design
Serverless-first architecture with React/TypeScript frontend on Amplify and Python Lambda backend via API Gateway. Designed for scalability and minimal operational overhead.
Frontend Development
Next.js 16 with App Router, Tailwind CSS for styling, Framer Motion for animations. Responsive dark theme with accessibility considerations.
AI Agent Development
Multi-agent chatbot using Amazon Bedrock AgentCore. Routing agent (Haiku) for intent classification, specialized agents (Sonnet) for interview and consulting responses. Embedded knowledge base (~6,750 tokens).
Infrastructure & DevOps
AWS Amplify hosting with CloudFront CDN, custom domain configuration, CloudWatch observability, SES email integration. GitHub-triggered CI/CD pipeline.
Technology Stack
- Next.js 16 with React 19 and TypeScript
- Tailwind CSS 4 and Framer Motion
- Python 3.12 with AWS Lambda
- Amazon Bedrock AgentCore
- AWS Amplify, API Gateway, CloudFront
- CloudWatch for observability
- AWS SES for email
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