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ju4nv1e1r4/README.md

👋 Hi, I'm Juan Vieira

👀 Interests: Data Science, AI, Machine Learning, Deep Learning
🌱 Languages: Python, SQL
Fun fact: I'm a Star Wars fan.


💼 About Me

I'm a data scientist and MLOps enthusiast, currently working in data science at a digital marketing company. Passionate about technology and motivated to use data to solve business problems, I am constantly learning and applying new skills in data science and MLOps solutions.


🛠 Hard Skills

  • Programming Languages:

    Python
  • Databases:

    MySQLPostgresSQLite

  • Web Development:

    FlaskStreamlit

  • Data Manipulation:

    PandasNumPySciPy

  • Machine Learning:

    ScikitLearn

  • Deep Learning:

    TensorFlowKeras

  • NLP:

    Spacy

  • GenAI/LLM:

    Langchain

  • Data Visualization:

    PlotlyMatplotlibPower BI

  • Automation and Web Scraping:

    Selenium

  • Big Data:

    Apache Spark

  • MLOps:

    DockerAWSGCPOCIgitkubernetes

GitHub Actionsmlflow

  • OS:

    DebianWindows 10Linux


🌟 Soft Skills

  • Analytical Thinking
  • Problem Solving
  • Effective Communication
  • Curiosity and Continuous Learning
  • Team Collaboration
  • Critical Thinking
  • Attention to Detail
  • Time Management
  • Creativity

📊 Experience in Data Science & MLOPs

I have worked on several projects that demonstrate my skills in data science and MLOps:

  • Credit Approval with Classification Algorithm: Best Practices in Data Science & MLOps: This project aims to develop a predictive system to assist in credit assessment. Using Machine Learning algorithms, with the aim of building a classification model to determine whether or not to approve credit for specific customers. This project can help make faster and more assertive decisions, reducing the risk of default and optimizing credit allocation.
  • Life Cycle Management of Machine Learning Models with MLflow: Demonstration of the use of MLflow as a tool in Machine Learning projects, and deployment with kubernetes.
  • Lung Cancer Predict: This project is about developing a Machine Learning model that uses a classifier algorithm to predict lung cancer. I used MLflow to manage the model's lifecycle, and I also used the concept of continuous delivery, where we'll use CD4ML and MLOps practices to be able to modify parameters and other technical specifications without having to change the code and put a model into production.

📂 Repositories

Here are some of my featured repositories:


⚡ Activity

Naereen's github stats

Naereen's top languages

📫 Get in Touch

Feel free to reach out to me through LinkedIn or via email at [email protected]. I'm always open to discussing new projects, collaborations, or opportunities in data science and MLOps.


Thank you for visiting my GitHub profile!

Pinned Loading

  1. credit-approval credit-approval Public

    Forked from santander-coders-1175/machine-learning-1

    Projeto de ML end-to-end focado em problema de classificação buscando automatizar as tomadas de decisões em aprovação de crédito.

    Jupyter Notebook 1

  2. mlflow-2024 mlflow-2024 Public

    Jupyter Notebook

  3. lung_cancer_predict lung_cancer_predict Public

    Jupyter Notebook

  4. deep-learning deep-learning Public

    Some of my experiments with neural networks.

    Jupyter Notebook