Pepe

Ruiz

Full Stack & AI Developer

MAGIC POST

MAGICPOST

Full-stack web application that uses advanced artificial intelligence to automate the creation of optimized content for social media and digital platforms

The Problem

Creating content for social media and digital platforms requires hours of manual work, from conceptualization to adaptation for different platforms and audiences. Marketing teams and content creators need to produce constant, personalized, quality content, but lack tools that automate this process intelligently and contextually.

The Solution

Development of a comprehensive platform that combines multiple LLMs (LLaMA 3, Mistral 7B, GPT-3.5) with AI image generation and real-time data analysis. The system includes a RAG engine with Pinecone for business context, specialized tools for financial analysis with real data, and scientific dissemination functionalities integrating ArXiv papers.

Impact

Automates content creation reducing time from hours to minutes, providing specialized tools for financial analysis and scientific dissemination. Enables marketing teams and content creators to generate personalized material for multiple platforms with relevant business context.

Category

Artificial Intelligence & Full Stack

Completion date

August 2025

Tech Stack

PythonFastAPIReactViteLangChainOpenRouterPineconeStability AIHuggingFaceSupabaseStyled ComponentsFramer Motion

Highlights

  • Multi-LLM engine with OpenRouter (LLaMA 3, Mistral 7B, GPT-3.5)
  • RAG system with Pinecone Vector Database
  • Image generation with Stability AI and Stable Diffusion XL
  • MP Finance: financial news with real-time data
  • MP PRO: scientific analysis integrating ArXiv papers
  • Support for 4 languages and multiple tones
  • Microservices architecture with FastAPI

Desktop View

MAGIC POST - Desktop View

Tablet View

MAGIC POST - Tablet View

Mobile View

MAGIC POST - Mobile View 1
MAGIC POST - Mobile View 2
MAGIC POST - Mobile View 3

Key Features

  • Platform-adapted content generation (Twitter, Instagram, LinkedIn, Blog)
  • Document ingestion (PDF, DOCX, TXT) for business context
  • Integration with real-time financial data sources (Polygon.io, Twelve Data)
  • ETL pipeline for documents with intelligent chunking
  • Semantic search system for knowledge management
  • React interface with Framer Motion animations

Next project

FEELFLOWAI
Pepe Ruiz - Full Stack Developer & Data Scientist