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QuiquiMatCom2004/README.md

Hi, I'm Enrique González (Kiki) 👋

Machine Learning Engineer | Python · PyTorch · Computer Vision

Stanford CS231n LinkedIn GitHub Email


👨‍💻 About Me

Computer Science student @ Universidad de La Habana, currently building production ML/AI systems.

  • 🧠 Stanford CS231n — Completed assignments 1 & 2: CNNs, RNNs, PyTorch, from-scratch NumPy implementations
  • 🔬 CV Research Intern — Handwritten Text Recognition for Cuban Spanish at a Computer Vision company
  • 🤖 AI Agent Developer — Built a production LLM agent with 10+ tools, deployed on Railway with Docker
  • 🏆 ICPC Competitor — Representing Universidad de La Habana

I'm focused on Python/ML/AI engineering with a Computer Vision specialization track. Currently seeking remote opportunities where I can ship production ML systems.


🚀 Featured Projects

🧠 Stanford CS231n — Computer Vision Foundations

Repo Repo

Stanford's premier CV course. Implemented kNN, SVM, Softmax, Neural Nets, CNNs, BatchNorm, Dropout, and RNN image captioning — from scratch in NumPy, then transitioning to PyTorch.

Stack: Python, NumPy, PyTorch, Jupyter

🤖 Personal AI Agent

Repo

Production LLM agent with function-calling orchestration. Manages tasks, calendar, reminders, and notifications via natural language (CLI + Telegram). Model-agnostic — works with DeepSeek, Claude, GPT-4 via OpenRouter.

Stack: Python, FastAPI, PostgreSQL, Docker, LLMs, Telegram API

🔬 HTR for Cuban Spanish (CENATAV)

CV Research Internship — Handwritten Text Recognition for Cuban Spanish documents

Research project applying computer vision and deep learning to recognize handwritten text in Cuban Spanish. Working with real document datasets at a CV research lab.

Stack: Python, PyTorch, OpenCV, Deep Learning

⚙️ cs-scientist-plugin

Repo

Multi-agent verification loop system for rigorous research and development. Implements a Proposer-Critic-Verifier pattern where no output advances without external verification.

Stack: JavaScript, Python, CLI tools, Testing


🛠️ Tech Stack

Core ML/AI

Python PyTorch TensorFlow NumPy OpenCV scikit-learn

Production & Deployment

FastAPI Docker PostgreSQL Railway Git Linux

Languages

Python C# C++ JavaScript SQL Bash


📊 GitHub Activity

GitHub Stats

Top Languages

GitHub Streak


🎯 Current Focus

  • 🔍 Actively seeking remote ML/AI Engineer or Python Developer roles
  • 🧠 Deepening Computer Vision skills (PyTorch, OpenCV, 3D Vision)
  • 🚀 Shipping production ML systems and documenting everything
  • 📚 Building toward a specialization at the intersection of ML + CV

📫 Let's Connect

I'm open to:

  • 🌍 Remote ML/AI roles — entry-level, internship, or junior
  • 🤝 Open-source contributions in ML, CV, or AI agent projects
  • 💡 Research collaborations in Computer Vision or ML

Best way to reach me:


💬 "The model proposes. An external verifier decides."

Profile Views

⭐️ From QuiquiMatCom2004

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  1. agente-personal agente-personal Public

    🤖 Asistente personal inteligente con IA - Gestión de tareas, calendario, recordatorios y más. Telegram Bot 24/7 con 10 herramientas integradas.

    Python

  2. cs-scientist-plugin cs-scientist-plugin Public

    Multi-agent Verified Loop system for rigorous research and development. Works with opencode and Claude Code.

    JavaScript

  3. cs231n-assignment1 cs231n-assignment1 Public

    Stanford CS231n Assignment 1 — kNN, SVM, Softmax, Neural Nets from scratch in NumPy

    Jupyter Notebook

  4. cs231n-assignment2 cs231n-assignment2 Public

    Stanford CS231n Assignment 2 — CNNs, BatchNorm, Dropout, PyTorch, RNN Captioning from scratch

    Jupyter Notebook