Overview #
A cost-efficient analytics pipeline that fetches YouTube API data (views, engagement) daily via AWS Lambda, processes it with Pandas, and visualizes it in a React frontend.
Flow: YouTube API → S3 (raw) → Lambda (transform) → DynamoDB → React frontend
Key Features #
- 🚀 Serverless: Lambda + DynamoDB + S3 (zero idle costs)
- 📈 Automated Reports: Email summaries via Amazon SES
- 🔄 CI/CD: Terraform deploys Lambda + API Gateway
- 🎥 Filmmaking Metrics: Track audience retention vs. video edits
Technical Stack #
AWS Services:
- Lambda (Python 3.10)
- DynamoDB (NoSQL)
- EventBridge (scheduled triggers)
- S3 (data lake)
Libraries:
- Pandas (data cleaning)
- Matplotlib (generate graphs)
- Serverless Framework (deployment)
