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guilhermedom/README.md

Hi 👋, I'm Guilherme

You've stumbled upon the profile of a data scientist who spends most of his time staring at colorful graphs. When I'm not crunching numbers or trying to make sense of messy datasets, you can find me playing with cool new algorithms and experimenting with cutting-edge tools.

  • ⚗️ Researching on anomaly detection and anomaly type annotation integrating multiple methods;
  • 🌱 Improving my ML/AI skills with courses on: Multimodal Machine Learning, Deep Language Models, Design Patterns, Data Engineering with Azure, Mathematics for Machine Learning and others;
  • 📚 Reading "Mining of Massive Datasets".

Look around for me:

Linkedin: Guilherme Silva GitHub: guilhermedom HackerRank: guilhermedfs Discord: gui#0435

🛠️ My Skills

Development Languages:

Python Java R C++ C JavaScript Shell Script Haskell CSS HTML LaTeX Markdown

Frameworks & Libraries:

NumPy Pandas scikit-learn Keras TensorFlow OpenCV Matplotlib mlflow React Vue.js Bootstrap Webpack jQuery Gulp Express.js NodeJS

Databases:

OracleSQL PostgreSQL MySQL MongoDB SQLite

Cloud, DevOps and Infra:

Azure Jenkins Kubernetes Apache Tomcat Apache Maven Gradle Anaconda Nginx Grafana

Tools:

Git Docker Jira Trello VS Code Android Studio Eclipse IntelliJ IDEA Jupyter Notebook RStudio Vim

📈 GitHub Stats and Activity

Guilherme's TrophiesGuilherme's GitHub streak
Guilherme's top languages

Pinned

  1. simple-chain-code simple-chain-code Public

    A simple chain code algorithm to perform image processing.

    Java

  2. association-rule-learning-analysis association-rule-learning-analysis Public

    Web app for mining and visually analyzing association rules.

    R 3

  3. time-series-forecast-benchmark time-series-forecast-benchmark Public

    Benchmarking app for time series forecasting methods.

    R

  4. lenet-recognizing-traffic-signs lenet-recognizing-traffic-signs Public

    Using LeNet convolutional neural network to classify traffic signs images.

    Jupyter Notebook 1

  5. hog-image-analysis hog-image-analysis Public

    A data science analysis using kNN and MLP algorithms on HOG image descriptors.

    Jupyter Notebook

  6. prim-kruskal-clustering prim-kruskal-clustering Public

    Graph-based clustering method that uses Prim and Kruskal algorithms to cluster.

    Java