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Analyzing Data
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Analyzing Data
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santiagogsv/README.md

Santiago Guadarrama

📍 New York, NY 10001

Connect with me

About Me

I'm an adaptable Data Analyst fluent in English, Spanish, and Italian, with a robust background in economics. Based in New York City, I specialize in Python-driven data analysis, leveraging extensive libraries to extract and visualize actionable insights from complex datasets. My analytical toolkit, powered by Python, enables me to thrive in dynamic, collaborative environments, driving data-centric strategies and decisions.

Python and Data Analysis Skills

  • Python Libraries:
    • Pandas & Numpy: Utilize for data manipulation and numerical analysis to clean and prepare large datasets.
    • Matplotlib & Statsmodels: Employ for data visualization and statistical modeling to uncover trends and patterns.
  • Machine Learning with Python:
    • Scikit-learn: Implement machine learning algorithms for predictive modeling.
    • TensorFlow & PyTorch: Use for building and training advanced neural network models.
  • Data Management:
    • SQL: Manage databases efficiently.
    • Excel: Utilize for additional data processing and visualization.

Certifications

  • Data Analyst Certification | DataCamp (2024)
  • Python, Time Series & Data Cleaning Certifications | Kaggle (2024)
  • Swift Student Challenge Award | Apple Worldwide Developers Conference (2023)

Professional Experience

  • Deployment Technician | Promotex | Dec 2023 - Present
    • Automated data processes with Python scripts, enhancing database usability and reducing errors.
    • Configured and deployed POS systems, optimizing operational efficiency.
  • DevOps Intern | Tony | Sep 2023 - Dec 2023
    • Leveraged Docker and Kubernetes to enhance system reliability.
    • Integrated GitHub Actions to automate and streamline development workflows.

Education

Bachelor of Science in Economics | UNAM (2018 - 2023)

  • Applied advanced statistical techniques and Python programming to model and analyze economic data.

Portfolio Projects

Pinned

  1. pandas pandas Public

    Forked from pandas-dev/pandas

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

    Python

  2. polars polars Public

    Forked from pola-rs/polars

    Dataframes powered by a multithreaded, vectorized query engine, written in Rust

    Rust

  3. pytorch pytorch Public

    Forked from pytorch/pytorch

    Tensors and Dynamic neural networks in Python with strong GPU acceleration

    Python

  4. tensorflow tensorflow Public

    Forked from tensorflow/tensorflow

    An Open Source Machine Learning Framework for Everyone

    C++

  5. scikit-learn scikit-learn Public

    Forked from scikit-learn/scikit-learn

    scikit-learn: machine learning in Python

    Python

  6. statsmodels statsmodels Public

    Forked from statsmodels/statsmodels

    Statsmodels: statistical modeling and econometrics in Python

    Python