DIEGO MELENDEZ
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VIRALYTIC

2026
Context

Winning project of Datathon 2026 (Nexa Digital School), a 3-day competition briefed by the CNC (French National Centre for Cinema).

Problem

Social-media crises escalate within minutes. Monitoring them and responding in time by hand isn't feasible.

Solution

A platform with a multi-agent AI system (6 orchestrated agents) for social-media crisis monitoring and response. It chains X data scraping, narrative classification, ML-based virality scoring with a custom model, fact-checking, strategic advisory, and automated publishing to X with human-in-the-loop validation. Supabase backend and a real-time React dashboard.

Result

Winner of Datathon 2026.

Role

Team project. My role: building the n8n automations and handling the core APIs (X and Supabase).

Tech stack
  • n8n
  • Python
  • React
  • LLMs
  • ML model
  • Supabase