Building with AWS,
Automating with AI

Seven production tools built with Amazon Kiro that automate program management, content optimization, knowledge operations, and executive reporting — all powered by AWS-native serverless architecture.

6
Production Projects
14+
AWS Services
$500K+
Annual Productivity Recovered
1
Patent Filed

AWS Technology Narrative

Every project in this portfolio is built serverless-first on AWS. The guiding principle: pay only for what you use, scale automatically, and eliminate operational overhead. Amazon Bedrock provides the AI backbone — Claude for reasoning and generation, Titan for semantic embeddings — while Lambda, DynamoDB, and S3 handle compute, storage, and state with zero always-on infrastructure.

For user-facing applications, CloudFront and Route 53 deliver sub-100ms global access with custom domains. Cognito handles authentication via Midway OIDC federation. EventBridge orchestrates scheduled workflows — weekly syncs, daily health checks, monthly report generation — all without cron servers.

The result: from lean serverless APIs to full multi-tenant dashboards (Project Nexus on ECS Fargate) — each architected for the workload, not over-provisioned for comfort.

Amazon Bedrock

AI-generated reports, semantic search, ticket analysis via Claude & Titan models

AWS Lambda

Serverless compute for crawlers, analyzers, APIs, and scheduled tasks

Amazon DynamoDB

Multi-tenant data storage, metadata, session state — single-digit ms latency

Amazon S3

Document storage, FAISS vector indexes, report archives at pennies/GB

Amazon ECS (Fargate)

Containerized web dashboards with auto-scaling, no server management

Amazon CloudFront

Global CDN for web UIs — sub-100ms delivery worldwide

Amazon Cognito

SSO authentication, Midway OIDC federation, zero custom auth code

Amazon EventBridge

Scheduled syncs, report cadence, event-driven automation

Amazon SES

Automated email delivery for scheduled reports and alerts

Amazon API Gateway

REST APIs with throttling, auth, and usage plans

AWS CloudFormation

Infrastructure as Code — repeatable, version-controlled deployments

Amazon Route 53

Custom domain DNS with ACM TLS certificates

AWS SQS

Fan-out message queues for parallel crawler workers

AWS Secrets Manager

Credential rotation and secure storage for API keys

Projects

Each project follows Amazon's Working Backwards methodology — full PR/FAQ, AWS-native architecture, built with Kiro.

Project Nexus Live

Multi-tenant PM command center: automated project health monitoring, watermelon alerting, resource planning, and AI-powered executive reports from Asana data. Serves 10+ tenants with continuous health scoring and scheduled delivery.

Amazon Bedrock DynamoDB ECS Fargate Cognito SES CloudFront Route 53 Lambda EventBridge

Recovers 5–10 hrs/week per PM ($15K–$30K/year each)

Search Lens
Live Patent Pending

Unified SEO + AEO analyzer scoring web pages for traditional search engine optimization and AI engine readiness. Per-engine scores for ChatGPT, Gemini, Perplexity, and Bing Copilot with owner-bucketed recommendations for Content and Engineering teams.

AWS Lambda API Gateway Cognito CloudFront Route 53 CloudFormation TypeScript

Reduces "invisible to AI" content by 73% in pilot

Wiki Analyzer MCP Server

MCP server that crawls internal wikis, detects stale content, checks author activity via PhoneTool, and generates health reports. BFS traversal with configurable depth, concurrency, and multi-format export.

TypeScript MCP SDK Node.js 18+ Cheerio Zod

Reduces wiki audit from days to 60 seconds — recovers $48K–$96K/year

Taskei-Asana Migration Agent-Driven

Agent-driven migration tool that moves tasks from Taskei rooms to Asana projects, preserving full hierarchy, comments, metadata, and relationships. Idempotent re-runs with state tracking.

Python Kiro MCP Asana API

Migrates 100% of tasks in under 5 minutes — eliminates 4–6 hrs of manual work per room

Ticket Analyzer AI-Powered

AI-powered SIM-T ticket enrichment: fetches active tickets, generates solution summaries, estimates effort, and assesses Kiro automation potential. Produces timestamped Markdown reports for audit trail.

Amazon Bedrock Python SIM-T API

Cuts ticket triage time by 70% — saves $67K–$96K/year per team

Marketing Tech Report Automation Automated

Automated generation of weekly 2x2 portfolio reports and monthly CTO Channel Review reports from Asana data. AI-generated executive summaries covering 5 channels with project counts, MLT+ tracking, and at-risk flags.

Amazon Bedrock Python Asana API python-docx

Weekly 2x2: 3–4 hrs → 15 min | Monthly CTO report: 8 hrs → 1 hr

PR/FAQs — Working Backwards

Every project starts with a Press Release / Frequently Asked Questions document following Amazon's Working Backwards methodology. These documents define the customer problem, the solution, and success criteria before any code is written.

Project Nexus

Multi-tenant PM command center that eliminates manual status reporting with AI-powered health monitoring and watermelon alerting.

Read PR/FAQ →

Search Lens

Unified SEO + AEO scoring platform ensuring web content is discoverable by both traditional search engines and AI assistants.

Read PR/FAQ →

Wiki Analyzer

Automated wiki health auditing that surfaces stale pages, departed authors, and content decay in under 60 seconds.

Read PR/FAQ →

Taskei-Asana Migration

Agent-driven tool that preserves full task hierarchy, comments, and metadata when migrating between project management systems.

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Ticket Analyzer

AI ticket enrichment that auto-generates solution summaries, effort estimates, and automation potential for support queues.

Read PR/FAQ →

Marketing Tech Report Automation

Automated weekly 2x2 and monthly CTO reports replacing hours of manual data collection with AI-generated executive summaries.

Read PR/FAQ →