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Pol4720/README.md
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🧑‍💻 About Me

name: Richard Matos
location: Havana, Cuba
education: B.Sc. in Computer Science @ MATCOM, University of Havana 
interests:
  - Data Science & Analytics
  - Applied Mathematics & Modeling
  - Machine Learning & Artificial Intelligence
  - Distributed Systems & Big Data
  - Compiler Design & Programming Languages
  • 🎓 Computer Scientist passionate about turning data into insights
  • 🔬 Focused on Data Science, Applied Mathematics, and Machine Learning
  • 🧬 Research interests in Biomedical AI, Epidemiological Modeling, and Mathematical Biology
  • 🤖 Building AI-powered platforms — multi-agent systems, RAG pipelines, and AutoML workflows
  • 🌍 Experience spanning compilers, distributed systems, NLP/Knowledge Graphs, climate modeling, and optimization

🛠️ Technologies I Know 👨‍💻

Tech Stack
Tech Stack

Data Science & Scientific Computing

NumPy Pandas SciPy SymPy XGBoost LightGBM CatBoost SHAP MLflow PySpark Jupyter Streamlit

Visualization

Plotly Matplotlib Seaborn Graphviz Manim

AI & NLP

OpenAI Ollama LangChain LangGraph ChromaDB HuggingFace

Web Ecosystem

Zustand TanStack Query Socket.io Framer Motion

Infrastructure

SQLAlchemy Hadoop Celery n8n pytest MkDocs

📌 Featured Projects

🌡️ climaXtreme

Climate analysis and extreme event modeling using Hadoop and PySpark over 8.6M+ records. Features an interactive Streamlit dashboard, ML-based predictions, and full Docker deployment.

Python PySpark HDFS Docker Streamlit

A full compiler for the HULK programming language built in Rust — lexing, parsing, semantic analysis, and garbage collection. Designed for performance and safety.

Rust Compilers Garbage Collection

Distributed search engine built for the Distributed Systems course. Implements distributed crawling, indexing, and query processing.

Python TypeScript Distributed Systems

Statistical analysis of the Breast Cancer Wisconsin dataset — hypothesis testing, exploratory data analysis, and predictive modeling.

Python R Statistics Data Science

Implementation of the HEX board game featuring an AI player with strategic game-tree search.

Python AI Game Theory

📦 mulas

Balanced Multi-Bin Packing solver — greedy, metaheuristics (SA, GA, Tabu), exact (B&B, DP), and approximation algorithms with interactive dashboard.

Python Optimization Algorithms


📈 GitHub Stats

GitHub Stats Top Languages
GitHub Streak
Top Contributed Repos

Profile Views

"The goal is to turn data into information, and information into insight." — Carly Fiorina

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  1. BCW-Project BCW-Project Public

    Análisis estadístico de la base de datos: Breast Cancer Wisconsin(Diagnostic).

    Python

  2. DistriSearch DistriSearch Public

    Final-year Computer Science project for the Distributed Systems course.

    Python

  3. climaXtreme climaXtreme Public

    Final project for the course Procesamiento de Grandes Volúmenes de Datos (4th year, Computer Science). This project focuses on climate analysis and extreme event modeling using Hadoop and large-sca…

    Python

  4. AbrahamRom/tour-guide-cuba AbrahamRom/tour-guide-cuba Public

    Guía turística inteligente para Cuba

    Python