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hugoagreda/README.md

Hugo Agreda

Technical Founder in Progress · AI Infrastructure & Operational Systems

Building interoperable digital infrastructures where structured data, automation and AI orchestration converge into scalable operational ecosystems.


Ecosystem Architecture

RECOM – Operational Infrastructure

Designing and implementing the digital backbone for a real estate operation.

  • Modular CRM system architecture
  • Structured relational data modeling
  • Workflow automation layer
  • Reporting & operational intelligence pipelines
  • Scalability-oriented system design

Status: Active infrastructure development (private repositories)


OrchestrAI – Intelligence Coordination Layer

AI orchestration framework focused on system-level coordination between models, workflows and operational infrastructure.

  • Capability-based task delegation
  • Agent interaction architecture
  • Modular workflow composition
  • Integration with business systems

Status: Active development


Experimental Systems

Applied AI and data-driven projects expanding system capabilities.

  • Computer vision experimentation (ImageScoreAI)
  • Data processing and evaluation pipelines

Core Domains

Systems Architecture · Infrastructure Design · AI Orchestration · Data Modeling · Automation Systems


Technical Stack

Python · SQL · Supabase · n8n · REST APIs · Scikit-learn


Long-Term Direction

Developing technology ecosystems where infrastructure and intelligence layers compound over time, enabling scalable, semi-autonomous operations across business domains.

Pinned Loading

  1. AulaGPT-TFG-2024 AulaGPT-TFG-2024 Public

    AI-powered educational assistant with a full-stack architecture, combining a Django backend and a React frontend.

    Python

  2. magnitopic/big-data-pipeline magnitopic/big-data-pipeline Public

    Big data pipeline | Flight delays + weather analytics | Spark, Flink, NiFi, Cassandra

    Python

  3. ImageScoreAI ImageScoreAI Public

    Explainable AI system that evaluates and enhances the visual quality of real estate images through lighting, sharpness, composition, color balance, and visual clutter analysis.

    Python

  4. OrchestrAI OrchestrAI Public

    Multi-agent orchestration engine for AI-driven content infrastructure and digital avatars.

    Python 1