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cmhh22/README.md

👋 Hi, I'm Carlos Manuel

AI/ML Engineer in Progress | Data Engineering → Data Science → Deep Learning → MLOps

GitHub followers LinkedIn

🎯 About Me

🎓 4th-year Computer Science student at Universidad Central "Marta Abreu" de Las Villas (UCLV)
🔭 Building a professional AI/ML portfolio from scratch — learning by doing
🌱 Currently focused on: Deep Learning, Transformers, LLMs, and MLOps
🎯 Goal: Become a full-stack ML Engineer
💼 Actively seeking opportunities — eager to learn, contribute, and grow in the AI field

Passionate about AI with a strong foundation in Computer Science. I'm building an end-to-end portfolio covering the full ML lifecycle: from data engineering to model deployment. Always open to collaborate, learn, and tackle real-world challenges.

🛠️ Tech Stack

Languages & Core

Python SQL JavaScript

ML/DL Frameworks

scikit-learn PyTorch TensorFlow HuggingFace LangChain

Data & Visualization

Pandas NumPy Plotly Streamlit

Tools & MLOps

Docker FastAPI Git MLflow

🎓 Education & Certifications

Universidad Central "Marta Abreu" de Las Villas (UCLV)
🎓 B.S. in Computer Science (4th Year)

Certifications & Learning:

  • 🏅 HackerRank Python (Basic)
  • 🏅 HackerRank SQL (Basic)
  • 📊 Kaggle: Python, Pandas, Intro ML, Intermediate ML
  • 🤗 HuggingFace NLP Course (in progress)

📫 Let's Connect

I'm actively looking for opportunities to work, learn, and contribute to real-world AI/ML projects. Feel free to reach out!

💡 What I'm Looking For

Internships • Research Opportunities • Remote Positions • Open Source Collaborations

I bring strong fundamentals in CS, hands-on ML experience, and an unstoppable drive to learn.

"Learning AI one commit at a time" 🚀

Profile Views

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  1. portfolio-ml-bigdata portfolio-ml-bigdata Public

    ML pipeline for NYC Taxi Trip Duration prediction with advanced feature engineering. Big Data project: EDA, modeling (XGBoost/LightGBM), SHAP interpretability, and Streamlit app.

    Jupyter Notebook 2

  2. portfolio-eda-storytelling portfolio-eda-storytelling Public

    EDA Storytelling project analyzing Airbnb NYC with advanced visualizations.

    Jupyter Notebook 1

  3. minecraft-llm-agent minecraft-llm-agent Public

    AI-powered Minecraft bot using LLMs for autonomous building, resource gathering, and conversation. Personal study project exploring agent capabilities with Mineflayer + GitHub Models API (GPT-4, Mi…

    JavaScript 1

  4. pytorch-deep-learning pytorch-deep-learning Public

    Collection of PyTorch deep learning projects covering fundamental and advanced architectures: MLPs, CNNs, RNNs, LSTMs, and transfer learning. Educational implementations with detailed documentation.

    Jupyter Notebook 1

  5. transformer-experiments transformer-experiments Public

    Educational projects with Transformer models: BERT vs Qwen emotion classification and RAG system with ChromaDB for document Q&A.

    Jupyter Notebook 1

  6. etecsa-asset-sync etecsa-asset-sync Public

    Real-world IT asset inventory system deployed at ETECSA (2024). Django web interface with AI-powered analytics, anomaly detection, and data quality scoring

    Python 1