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SasySpanish/README.md

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MSC in Statistics

Quantitative analysis in risk management & AI mainly for financial / energy / insurance markets.

Vibin' with anything that mixes statistics with real-world problems.

Python Pandas NumPy yFinance

PyTorch SciKit-learn TensorFlow Ollama

Apache Spark Databricks Delta Lake LangChain

R ggplot2 tidyverse

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  1. NOAA-GSOD-Global-Weather-Analysis-with-PySpark-on-Databricks NOAA-GSOD-Global-Weather-Analysis-with-PySpark-on-Databricks Public

    Cloud-friendly data analysis of global weather data (NOAA GSOD) with PySpark on Databricks, storing in Data Lake — temperature trends, precipitation extremes, heatwaves, anomalies, interactive Plot…

    Jupyter Notebook

  2. AI-Agent-for-Financial-Analysis-Automation-with-Python AI-Agent-for-Financial-Analysis-Automation-with-Python Public

    AI-powered agent made with Python, yFinance, Pandas, Matplotlib, and Ollama (Qwen2.5 model) for automated financial data processing. Handles user prompts to download/clean data, compute technical i…

    HTML

  3. Cat-Dog-ResNet-Vision-Classifier-with-PyTorch Cat-Dog-ResNet-Vision-Classifier-with-PyTorch Public

    This repository contains a PyTorch-based binary image classifier for distinguishing cats and dogs, trained on the "Cats and Dogs Classification Dataset" on Kaggle (~25,000 images) using transfer le…

    Python

  4. CO2-Historical-Emissions-Review-with-Python CO2-Historical-Emissions-Review-with-Python Public

    This repository contains a historical data analysis of CO₂ emissions (1850–2024), cumulative responsibility by source and country, climate debt, economic-emissions decoupling, TCRE regression, and …

    Python

  5. Brent-Oil-VaR-using-Machine-Learning-with-Python Brent-Oil-VaR-using-Machine-Learning-with-Python Public

    This repository contains the analysis and results of a study on the estimation of Value at Risk (VaR) for Brent crude oil. The analysis compares classical VaR methods with advanced Machine Learning…

    Python

  6. Insurance-Customer-Risk-Segmentation-with-Python Insurance-Customer-Risk-Segmentation-with-Python Public

    This repository contains a complete, end-to-end data pipeline for insurance customer risk segmentation and pricing optimization using synthetic data with python. It includes raw customer data, a re…

    Python