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π I currently work as a Tech Lead Data Scientist at Santander Bank Brazil.
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π― 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.
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π» 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.
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π 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.
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π‘ 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.
- 1οΈβ£ ML using Kedro pipeline
- Model deployment/implementation using Kedro pipeline and airflow for a Kaggle competition challenge
- 2οΈβ£ Multi Armed Bandit Pyspark
- implementation of a Multi-Armed Bandit (Thompson sampling, upper confidence bound and epsilon greedy)
- 3οΈβ£ Adversarial models
- Python Class for Detecting Data Drift and Performing Feature Selection
π more projects...
Feel free to connect and explore my open-source projects. Let's collaborate and harness the potential of data! π