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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

Popular repositories Loading

  1. association-rule-learning-analysis association-rule-learning-analysis Public

    Web app for mining and visually analyzing association rules.

    R 3

  2. resnet50-transfer-learning-cats-and-dogs resnet50-transfer-learning-cats-and-dogs Public

    Using TensorFlow API to transfer a ResNet-50 neural network and connect new fully connected layers to classify cats and dogs images.

    Jupyter Notebook 2 2

  3. competitive-programming competitive-programming Public

    Competitive programming solutions (UVa, LeetCode, codeforces, InterviewBit, etc.).

    C++ 1

  4. offloading-fibonacci offloading-fibonacci Public

    A simple Android app with a fibonacci sequence calculator. The app offloads the task to any machine through IP address.

    Java 1 1

  5. PCA-multivariate-regression PCA-multivariate-regression Public

    Quick analysis on multivariate regression using PCA and R2 score to select variables.

    Jupyter Notebook 1

  6. lenet-recognizing-traffic-signs lenet-recognizing-traffic-signs Public

    Using LeNet convolutional neural network to classify traffic signs images.

    Jupyter Notebook 1