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@nathadriele
nathadriele
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Nathalia Adriele nathadriele

MSc in Information Science | Data Engineer | Python | NLP | MLOps | QA Engineer | Researcher | Bioinformatics
  • Brazil

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nathadriele/README.md

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.

PythonJavaScriptSQLRubyMySQLPostgresQLMongoDBNeo4jFlaskDockerGitGraphQLTerraformApache AirflowAmazon AWSLinuxCloud ComputingData EngineeringData ScienceMachine LearningDeep LearningMLFlowMLopsGenAI

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-ragbiophenotype-ragPublic

    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 6

  2. DMS-missing-or-duplicate-data-validation-scriptDMS-missing-or-duplicate-data-validation-scriptPublic

    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 9

  3. AWS-DMS-task-restart-and-status-checkerAWS-DMS-task-restart-and-status-checkerPublic

    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 8

  4. airflow-tableau-ec2-maintenanceairflow-tableau-ec2-maintenancePublic

    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

  5. datamart-tables-data-type-validationdatamart-tables-data-type-validationPublic

    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 5

  6. star-wars-data-visualizationstar-wars-data-visualizationPublic

    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 7


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