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* [Overview](#overview)
* [Portfolio](#portfolio)
* [Services](#services)

## About Me

I am a Computer Engineer with more than 6 years of experience in data and 4 years working at the intersection of model development and independent model validation in a highly regulated banking environment.

My background is centered on ML model governance, auditing, and risk management, with hands-on experience validating fraud, AML, and credit risk models under Brazil Central Bank guidelines.

I have worked across the full model lifecycle, from development and feature engineering to validation, monitoring, drift analysis, and audit-ready documentation.

I am comfortable translating technical findings into clear, defensible recommendations for business stakeholders, compliance teams, and regulators.

In addition to validation, I have built predictive models and data pipelines using Python, SQL, Spark, Databricks, and related analytics tools, improving performance and reducing operational effort.

I also bring experience in software development and cybersecurity analysis, which strengthens my ability to assess systems holistically and identify technical and governance risks early.

## Skills

### [Python](https://jobicy.com/talent/python.md)[SQL](https://jobicy.com/talent/sql.md)[Machine Learning](https://jobicy.com/talent/machine-learning.md)[Agile](https://jobicy.com/talent/agile.md)[Cybersecurity](https://jobicy.com/talent/cybersecurity.md)[Power BI](https://jobicy.com/talent/power-bi.md)[Data Science](https://jobicy.com/talent/data-science.md)[ETL](https://jobicy.com/talent/etl.md)[Databricks](https://jobicy.com/talent/databricks.md)[Spark](https://jobicy.com/talent/spark.md)[API Development](https://jobicy.com/talent/api-development.md)[Data Governance](https://jobicy.com/talent/data-governance.md)[AML](https://jobicy.com/talent/aml.md)[SAS](https://jobicy.com/talent/sas.md)[Pandas](https://jobicy.com/talent/pandas.md)[scikit learn](https://jobicy.com/talent/scikit-learn.md)[MLOps](https://jobicy.com/talent/mlops.md)[Penetration Testing](https://jobicy.com/talent/penetration-testing.md)[Fraud Detection](https://jobicy.com/talent/fraud-detection.md)[Classification](https://jobicy.com/talent/classification.md)[XGBoost](https://jobicy.com/talent/xgboost.md)[Credit Risk](https://jobicy.com/talent/credit-risk.md)[LightGBM](https://jobicy.com/talent/lightgbm.md)[Random Forest](https://jobicy.com/talent/random-forest.md)[SHAP](https://jobicy.com/talent/shap.md)[LIME](https://jobicy.com/talent/lime.md)

## Tech Stack & Tools

### Application Hosting

[![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/azure/azure-original.svg) Azure](https://jobicy.com/talent?tool=azure.md)

### Languages & Frameworks

[![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/hadoop/hadoop-original.svg) Apache Hadoop](https://jobicy.com/talent?tool=hadoop.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/javascript/javascript-original.svg) JavaScript](https://jobicy.com/talent?tool=javascript.md) [![Image](https://cdn.jsdelivr.net/gh/devicons/devicon@master/icons/python/python-original.svg) Python](https://jobicy.com/talent?tool=python.md)

## Experience

Data Scientist — Model Validation & Development @ Banco Bradesco  Jun 2021 - Present Worked in a dual role validating high-risk ML models and developing predictive models for business support. Covered the full model lifecycle including conception, data preparation, training, validation, monitoring, and audit-ready documentation. Independently validated more than 30 fraud, AML, and credit risk models using statistical and stability tests, identified leakage and bias, and produced regulatory-grade documentation aligned with Central Bank requirements.

Software Developer @ Zero One Technology  May 2019 - Jun 2021 Developed an API-based platform for engineering course content, automated project reports, and improved backend performance through refactoring and indexing. Contributed to better client retention and reduced manual rework.

Cybersecurity Analyst @ UnderProtection  Jul 2018 - Apr 2019 Conducted information security audits in critical sectors and assessed IT environments for compliance with security standards. Focused on server and firewall hardening and general security posture improvements.

## Education

Esalq / USP  Not specified  Postgraduate Degree, Data Science & Analytics

In progress.

PUCPR  2020  B.Sc., Computer Engineering

Graduated in 2020.

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