Enterprise Real-time Analytics Platform
AWS Serverless Dashboard
Built enterprise-scale serverless dashboard with React/TypeScript frontend, Python Lambda backend, API Gateway, and S3. Implemented comprehensive security with AWS Secrets Manager and IAM roles.
Challenge
Replace manual data collection and slow reporting with a real-time analytics platform serving 1,200+ builders across multiple teams.
Solution
Built enterprise-scale serverless dashboard with React/TypeScript frontend, Python Lambda backend, API Gateway, and S3. Implemented comprehensive security with AWS Secrets Manager and IAM roles.
Impact Metrics
Results
- • 1,313 Active Users (scaled from 300 initial users)
- • 22,000+ Annual Dashboard Views - highest-utilized analytics tool in the organization
- • <2 Second Response Times with 90+ Lighthouse scores
- • 53% Reduction in quarterly data curation time
- • 74K+ Records processed with automated workflows
Business Impact
Eliminated manual data collection, reduced reporting turnaround from days to minutes, and became the highest-utilized analytics tool in the organization with 22,000+ annual views.
Architecture
A proven approach combining statistical rigor, automation, and AWS best practices.
Frontend
React/TypeScript with responsive design, real-time KPI tracking, and interactive visualizations
Backend
Python Lambda functions processing 74K+ records with <2s response times
Security
AWS Secrets Manager integration, IAM role-based access, comprehensive audit trails
Infrastructure
API Gateway, S3, CloudFront CDN with auto-scaling serverless architecture
Technology Stack
- React 18 with TypeScript
- Python 3.11 with type hints
- AWS Lambda for serverless compute
- API Gateway for REST API
- AWS S3 for storage
- CloudWatch for monitoring
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