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Achievement: Pull Sharkx2

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Daniel99Fonseca/README.md

Hi, I'm Daniel 👋

Final-year Data Science student focused on Machine Learning, Deep Learning & Computer Vision.

Tech Stack

Languages: Python · SQL · R

Machine Learning: Scikit-learn · Regression · Classification · Clustering · PCA

Deep Learning: PyTorch · CNNs · Computer Vision

Data & Big Data: PySpark · Apache Spark · MongoDB · MySQL

Tools: Git · Docker · Jupyter

What I'm Currently Working On

Wildfire Risk Prediction using Deep Learning

Building a CNN-based project combining satellite imagery, meteorological data and geospatial information to study wildfire risk in Portugal.

My Interests

Data Science · Machine Learning · Deep Learning · Computer Vision · Statistical Modelling

Currently Learning

PyTorch · Convolutional Neural Networks · Satellite Imagery · Geospatial Machine Learning

Connect With me!

LinkedIn

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  1. atp-data-engineering-pipeline atp-data-engineering-pipeline Public

    End-to-end data pipeline transforming raw ATP tennis data from JSON through MongoDB staging into a structured MySQL database.

    JavaScript

  2. US-Drought-Analysis-with-PySpark-Machine-Learning US-Drought-Analysis-with-PySpark-Machine-Learning Public

    Large-scale US drought analysis using PySpark, combining data processing, exploratory analysis, geospatial visualization and K-Means clustering.

    Python

  3. Regression-Airbnb Regression-Airbnb Public

    Airbnb price regression analysis in R, comparing multiple regression models through statistical testing, diagnostics and model selection.

    Jupyter Notebook

  4. Otimizacao_Heuristica Otimizacao_Heuristica Public

    Playlist optimization using constructive heuristics, Genetic Algorithms and Simulated Annealing in Python.

    Python

  5. AnaliseRedes AnaliseRedes Public

    Network analysis in R using igraph, covering graph metrics, centrality, clustering, community detection and network robustness.

  6. MANS-PCA-Kmeans MANS-PCA-Kmeans Public

    Insurance claims segmentation using PCA and K-Means clustering in R.

    R