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juanesc396/README.md

👋 Hola! Soy Juan Escobar

💻 Data Engineer Trainee | Algoritmic Trader
📊 Apasionado por los datos, Inteligencia Artificial y Finanzas.
🚀 Actualmente especializándome en Ingeniería de Datos y optimizando el rendimiento de mi bot de trading algorítmico para criptomonedas.

🛠️ Tech Stack

  • Languages: Python, SQL, Bash.
  • Big Data: Apache Spark, Airflow, Kafka.
  • Cloud: AWS.
  • Scraping: Scrapy, Beautiful Soup, Requests, Xpath.
  • Machine Learning: SpaCy (NLP), Keras (LSTM).
  • Graphs: Grafana, Plotly.
  • Tools: Docker, Jupyter Notebook, Power BI, Excel.

📌 Proyectos Destacados

🔹 Bot de Trading Algorítmico – Python, WebSocket, ELK Stack, Kafka, Postgres.

🔹 Análisis de noticias con NLP – Uso de NLP, Scrapy, Airflow, EC2, Plotly/Dash.

🔹 Análisis de Bitcoin y noticias en tiempo real – WebSocket, Prometheus, Grafana, Kafka, Postgres, Requests.

📫 Contactame en:

LinkedIn

Email: [email protected]

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  1. newspaper-analytics newspaper-analytics Public

    This repo is the resume of newspaper-analytics project in which I analyze the positivity of the news and your genre

  2. newspaper-analytics-NLP newspaper-analytics-NLP Public

    This project seeks to train an nlp algorithm based on headlines scraped from newspapers.

    Jupyter Notebook

  3. finance finance Public

    Repository where I show code in Python related to finances

    Jupyter Notebook

  4. space-debris-analytics space-debris-analytics Public

    This repository use pyspark and sql to analyze space-track.org data

    Jupyter Notebook

  5. crypto-monitor crypto-monitor Public

    A real-time monitoring project that combines cryptocurrency prices with key crypto news.

    Python