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deepdevjose/README.md

José Manuel Cortes Cerón

I'm a Information Technology Engineering student with strong foundation in software systems, computer science, and digital innovation.

Focused on intelligent architectures, data-driven development.


Profile

I am an applied technologist with experience in software engineering, computer graphics, and embedded systems.

My work merges low-level computation with user-centered design to create scalable, efficient, and perceptually intelligent systems.

Currently part of the VEX Robotics Team at ITSOEH, where I specialize in control programming, data flow optimization, and hardware–software integration.

I am particularly interested in how AI, IoT, and spatial computing converge to shape the next generation of intelligent environments.

Research

Research collaborator at Xi'an Jiaotong–Liverpool University · 西交利物浦大学 (Suzhou, China)

Contributing to applied research in intelligent systems, multimodal AI architectures, and hardware-aware optimization for real-world deployment.

Research Areas:

  • Multimodal Vision-Language inference pipelines
  • Edge AI acceleration (ONNX / TensorRT optimization)
  • Robotics control intelligence and embedded computation
  • Human–machine interaction modeling
  • Health-oriented robotic arm diagnostics (Arm Health AI)
  • Scalable distributed AI system design

My research integrates machine learning, real-time systems, and embedded architectures to develop production-grade intelligent systems with measurable performance constraints (latency, throughput, and hardware efficiency).


Core Competencies

  • Programming Languages: C, C++, Python, JavaScript

  • Frameworks & Tools: Three.js, React, Node.js, MQTT, Git

  • Domains: 3D Visualization, Embedded Systems, Machine Intelligence, IoT Networks


Selected Projects

Photorealistic web-based gallery leveraging PBR rendering and spatial interaction.

Three.jsJavaScriptWebGL3D Rendering

Production-ready multimodal inference runtime for real-time execution of Vision-Language Models (Moondream / LLaVA).
Designed for GPU-accelerated, low-latency visual reasoning and edge deployment scenarios.

PythonComputer VisionMultimodal AIONNX RuntimeTensorRTEdge AI


Contact

LinkedInEmail


“Precision is the bridge between engineering and art.”

Pinned Loading

  1. 2023-Project-1A 2023-Project-1A Public

    University Project - Engineering Problem Solver

    Java 2

  2. 2024-Project-2A 2024-Project-2A Public

    University Project – Smart Lettuce Crop Control System

    Java 2

  3. 2025-Project-4A 2025-Project-4A Public

    University Project – Client-Server Repair Management System

    C# 2

  4. deepdev-portfolio deepdev-portfolio Public

    My personal portfolio

    JavaScript 3

  5. java-tutor-dash java-tutor-dash Public

    Project – Platform for Java courses

    CSS 3

  6. Vision-Language-Runtime Vision-Language-Runtime Public

    Web-native vision-language runtime leveraging WebGPU for real-time, on-device multimodal inference.

    JavaScript 2