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milcio79/README.md

πŸš€ Gustavo Velandia

🧠 AI Engineer | Data Scientist | Naval Tech Leader

πŸ€– Computer Vision β€’ Intelligent Agents β€’ Predictive Maintenance


πŸ‘‹ About Me

I build AI systems that solve real-world problems, from drone detection to intelligent agents and predictive maintenance systems.

  • πŸ›‘οΈ +28 years in the Colombian Navy
  • βš™οΈ Director of Technology Management
  • πŸš€ CEO @ KpiChat.ai
  • 🌎 Driving AI adoption across LATAM
  • πŸ”¬ Focus: AI Systems, Computer Vision, Autonomous Agents, Automation

πŸš€ Featured Areas

πŸ€– Intelligent Agents & Autonomous Systems

Design and deployment of AI agents capable of reasoning, decision-making, and executing real-world tasks.

  • 🧠 Multi-agent systems for complex workflows
  • πŸ”„ Autonomous task execution using LLMs
  • πŸ”— Tool-augmented agents (APIs, DBs, workflows)
  • πŸ—‚οΈ Memory-enabled agents with vector databases (RAG)
  • βš™οΈ Integration with n8n, APIs and enterprise systems

πŸ‘οΈ Computer Vision Systems

  • 🚁 Drone detection using YOLO and multimodal data
  • 🎯 Object detection & tracking pipelines
  • πŸ“‘ Real-world deployment scenarios

πŸ”§ Predictive Maintenance

  • ML models for failure prediction
  • Time-series analysis
  • Data-driven maintenance strategies

πŸš€ Featured Projects

πŸ€– AI Agent for Business Automation

End-to-end intelligent agent that interprets user intent and executes real actions.

  • Natural language interaction
  • Dynamic SQL execution
  • Workflow automation (n8n)
  • CRM/ERP integration

🧠 Multi-Agent Enterprise System

Distributed AI agents collaborating to solve complex operational problems.

  • Task delegation between agents
  • Modular architecture
  • Scalable design

πŸ’¬ RAG-Based AI Assistant

Context-aware assistant powered by embeddings and vector databases.

  • ChromaDB integration
  • Semantic search
  • LangChain pipelines

βš™οΈ AI-Powered ERP (NovaERP)

Natural language interface for business operations.

  • CRUD via natural language
  • Automated reports
  • Supabase integration

πŸ› οΈ Tech Stack

πŸ’» Core

Python SQL


πŸ€– AI / ML

TensorFlow Keras PyTorch ScikitLearn Transformers


πŸ‘οΈ Computer Vision

OpenCV YOLO


πŸ“Š Data & Visualization

NumPy Pandas Matplotlib


🧠 RAG / LLM Systems

LangChain ChromaDB Vector DB


βš™οΈ Tools & Platforms

OpenAI Claude Google Cloud Supabase n8n Node-RED


πŸ“ˆ Contribution Activity

Consistent development and real-world AI implementation πŸš€


🌎 Vision

Building AI systems that create real-world impact across industries.


πŸ“« Connect With Me


⚑ Fun Fact

I don’t just build models… I build AI systems that actually work in production πŸš€

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