01 // The Problem Statement
Tracking viral misinformation across multi-platform news and social feeds requires low-latency collection, virality scoring, and claim verification.
02 // The Technical Approach
Developed an AI platform tracking claim propagation across GDELT, CommonCrawl, RSS, and social channels with confidence-based claim verification.
03 // Key Failures & Challenges
Handling high-throughput parallel data pipelines and graph network analytics in real-time.
04 // Engineering Insights & Learnings
Advanced NLP transformer modeling, virality scoring metrics, and asynchronous microservice architecture in FastAPI.
05 // Future Scaling & Improvements
Integrate deepfake audio/video verification sub-modules.