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Social Media Manager – Event-Driven Architecture
cloud AWS Kafka Python Microservices Event-Driven
The Challenge
Processing high-velocity webhook data from Facebook and Instagram with zero data loss and real-time durability.
The Strategy
Architected microservices in Python integrated with Apache Kafka for scalable event processing and AWS best practices.
Implementation Details
- Streaming: Built a Kafka-based pipeline to handle social media webhooks in real-time.
- Deployment: Implemented blue/green strategy for zero-downtime releases.
- Security: Enforced network isolation, IAM role-based access, and encryption.
- Development: Developed core Python services for real-time data ingestion and storage.
Key Metrics
Throughput
High Event-Driven
Downtime
Zero Blue/Green