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Israelamat/README.md

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Hi there, I'm Israel! 👋

I am a Software Developer and Data Science Enthusiast with a focus on building structured, scalable applications.

  • 🎓 Graduate in Web Applications Development with a specialization in Machine Learning.
  • 💻 Check out my Portfolio Website.
  • 🌱 Currently deep-diving into Data Science (Pandas, Scikit-learn, TensorFlow).
  • 💬 Ask me about React, Scikit-learn, or project organization.
  • 📫 Reach me at: israelamatgil@gmail.com
  • 📄 View my Curriculum Vitae.

My GitHub Stats

Top Languages

Connect with me:

https://www.linkedin.com/in/israel-amat-gil/?originalsubdomain=es https://www.kaggle.com/israelamat

Frontend

Backend

ML / DL / Data Analysis

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  1. U.S.-Pollution-Intelligence-Macro-Data-Analysis-ML U.S.-Pollution-Intelligence-Macro-Data-Analysis-ML Public

    🌍 EcoPredict | Advanced ML framework for U.S. air quality forecasting. Analyzing EPA data to predict NO₂, O₃, SO₂, and CO levels using Gradient Boosting and Time-Series analysis.

    Jupyter Notebook 3

  2. isrmltoolkit isrmltoolkit Public

    📊 Outlier toolkit for data science & ML. Detect, clean & visualize using IQR, Z-score, Mahalanobis & Isolation Forest

    Python 3

  3. angular-inmosanvi angular-inmosanvi Public

    🏠Fullstack Real Estate Platform | Angular SSR + NestJS. Features OAuth, Reactive RxJS filtering, Geolocation & Standalone Components. High-performance architecture.

    TypeScript

  4. game-match-api game-match-api Public

    🎮Steam game recommender API using TF-IDF and cosine similarity to suggest similar games from metadata. Built with FastAPI and automated pipeline.

    Python

  5. isrcoin-cryptocurrency isrcoin-cryptocurrency Public

    🔒 Secure ERC-20 Token in Solidity. Features Minting, Burning, and Ownable patterns. Developed & tested via Remix IDE using OpenZeppelin standards.

    Solidity 2

  6. react-isr-cli react-isr-cli Public

    ⚛️ An Angular-inspired CLI for React. Automate folder structures, components, and services. Boost your dev speed and maintain a 100% consistent codebase

    JavaScript 1