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carlonox/README.md

Carlos Cuervo 🐦‍⬛

Systems Engineering · Universidad Nacional de Colombia

LinkedIn Email


Projects

Deepracer-STEAM-Agent Hermes-based AI agent that drives a physical AWS DeepRacer over SSH via Tailscale. Includes RAG over 20 technical manuals, ArUco marker recognition, voice control, and a React + Express web interface. CI with automated AI review. Python ROS2 Docker OpenCV React Express.js

Thalor Production-ready starter kit for multi-agent systems built on Hermes Agent. Three-tier BEAM memory, expert panel, orchestration patterns, and 24/7 cloud deployment. Python Multi-agent RAG LLM Docker

docuflow-ocr Self-learning document processing framework with cascade OCR (Surya + RapidOCR) and LLM-based correction. Modular architecture, published as a GitHub template. Python OCR Surya RapidOCR LLM

traffic-sign-classifier Real-time traffic sign recognition. CNN trained on a 43-class dataset; live webcam detection with OpenCV and classification in Keras/TensorFlow. Python TensorFlow Keras OpenCV

StudentRegistry Desktop application for academic management with full CRUD, automatic admission by test scores, and MySQL persistence. MVC architecture. Java Swing MySQL

text-analyzer-nlp Text analysis tool built with spaCy: named entity recognition, textual statistics, and multilingual support, aimed at literary analysis. Python spaCy NLP


Stack


Contact

LinkedIn · cjcuervob@gmail.com

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  1. traffic-sign-classifier traffic-sign-classifier Public

    Real-time traffic sign recognition using CNN and OpenCV

    Python 1

  2. StudentRegistry StudentRegistry Public

    Sistema de gestión de estudiantes con interfaz gráfica Java Swing y base de datos MySQL. Permite registrar, consultar, actualizar y eliminar información de personas, incluyendo su DNI, nombre, apel…

    Java

  3. Deepracer-STEAM-Agent Deepracer-STEAM-Agent Public

    Python 1