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bruunocorreia/README.md

About Me

Welcome to My GitHub Profile! πŸ‘‹

About Me

  • πŸ† I currently work as a Tech Lead Data Scientist at Santander Bank Brazil.

  • 🎯 I specialize in Credit Modeling, Pricing Optimization, Customer Segmentation, Churn Prediction, Propensity and Regression Models, Reinforcement Learning, Multi-Armed Bandit algorithms, Time Series Modeling, and Optimization Models.

  • πŸ’» My technical skillset includes Python, PySpark, Databricks, MLflow, Kedro, R, Machine Learning, Reinforcement Learning, Survival Analysis, time series analysis, SQL, Git, FastAPI, Flask, CI/CD, Unittest, Docker, and cloud computing.

  • πŸŽ“ I hold a Master's in Business Administration with a specialization in Big Data and Analytics from FIA, as well as an engineering degree from Mackenzie Presbyterian University.

  • πŸ’‘ I'm passionate about utilizing data to solve real-world problems and make a positive impact on the world. I'm also dedicated to education and mentoring, and I find joy in helping others learn about data science.

πŸ“Š Projects

  • 1️⃣ ML using Kedro pipeline
    • Model deployment/implementation using Kedro pipeline and airflow for a Kaggle competition challenge
  • 2️⃣ Multi Armed Bandit Pyspark
    • implementation of a Multi-Armed Bandit (Thompson sampling, upper confidence bound and epsilon greedy)
  • 3️⃣ Adversarial models
    • Python Class for Detecting Data Drift and Performing Feature Selection

🌐 more projects...

Feel free to connect and explore my open-source projects. Let's collaborate and harness the potential of data! πŸš€

Pinned Loading

  1. AdversarialModels AdversarialModels Public

    Adversarial models from feature selection to data drift monitoring

    Jupyter Notebook

  2. ReinforcementLearningPyspark ReinforcementLearningPyspark Public

    Multi armed bandit models using pyspark

    Jupyter Notebook

  3. FastApi_ModelDeployment FastApi_ModelDeployment Public

    Python

  4. ModelingMLKedroPipeline ModelingMLKedroPipeline Public

    Jupyter Notebook