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  • Brazil

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nathadriele/README.md

Hello, I'm Nathalia Adriele!

I am a Data Engineer with a Master's degree in Information Science from UNESP (Universidade Estadual Paulista) and I am currently studying an MBA in Data Science and Analytics at USP (Universidade de São Paulo). I am passionate about transforming data into meaningful insights and work with technologies such as Python, Deep Learning, NLP, LLMs and GenAI.

Python JavaScript SQL Ruby MySQL PostgresQL MongoDB Neo4j Flask Docker Git GraphQL Terraform Apache Airflow Amazon AWS Linux Cloud Computing Data Engineering Data Science Machine Learning Deep Learning MLFlow MLops GenAI

Technical Skills

I have experience in programming with Python, SQL, and Amazon Web Services (AWS). My expertise includes ETL, data modeling, data storage, ingestion, building data pipelines, data processing, orchestration, data visualization, monitoring, and data quality.

As a researcher, I am involved in studies and projects related to deep learning, natural language processing (NLP), language models (LLMs), and generating artificial intelligence (GenAI), as well as data science projects.

Additionally, I have experience in Quality Assurance (QA) using JavaScript, Ruby, RSpec, Postman, Cypress, Robot, and other frameworks. I also promote a culture of good documentation practices for conformity, reproducibility, and knowledge dissemination. I enjoy contributing to projects and constantly learning.

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  1. biophenotype-rag biophenotype-rag Public

    This project implements a RAG (Retrieval-Augmented Generation) application to answer questions about phenotypes using biological and genomic data. The pipeline integrates information retrieval with…

    Jupyter Notebook

  2. DMS-missing-or-duplicate-data-validation-script DMS-missing-or-duplicate-data-validation-script Public

    Contains a Python script designed to validate data replication tasks in AWS Database Migration Service (DMS). The script checks for potential issues such as missing or duplicate data in the tables …

    Python 4

  3. AWS-DMS-task-restart-and-status-checker AWS-DMS-task-restart-and-status-checker Public

    The AWS DMS Task Restart and Status Checker is a Python script designed to restart various AWS Database Migration Service (DMS) tasks and check their status. This script leverages AWS SDK (Boto3) a…

    Python 1

  4. airflow-tableau-ec2-maintenance airflow-tableau-ec2-maintenance Public

    This project automates weekly maintenance for a Tableau server on an EC2 instance using Apache Airflow, ensuring optimal performance and reliability. The DAG performs disk cleanup and sends notific…

    Python

  5. datamart-tables-data-type-validation datamart-tables-data-type-validation Public

    This project is a Data Engineering solution implemented to validate the data types of columns in PostgreSQL tables in a DataMart. It aims to validate whether the data stored in tables conforms to t…

    Python

  6. star-wars-data-visualization star-wars-data-visualization Public

    O objetivo é explorar diferentes tipos de visualizações de dados aplicadas ao universo Star Wars, utilizando técnicas para extrair insights dos personagens, espécies e suas relações.

    Jupyter Notebook 2