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Hello stranger 🖖

I'm Gabriel S. Gonçalves (S. from Santos, from my portuguese side), a Data Engineer from Brazil.

  • 🔭 I started my career in the academia working with bioinformatics, moving to the Data field where I worked with financial services and Machine Learning applied to sales.
  • 🏛️ I'm deeply passionate about Data Architecture and dedicated to create solutions that empower companies to extract maximum value from their Data.
  • 🐘 I believe storing data without a proper use is a waste of money for companies.
  • 🦉 You need to have a clear goal for your data strategy in order to transform it into information, and finally decisions.
  • 💬 And I'm the right guy to help you with that!
  • ⚡ Fun fact: My father is a civil engineer and he wanted me to follow his career footsteps, but I decided to become a scientist. After becoming a Data Engineer, I thought he would be happy about me somehow following his engineering path, but he still doesn't understand what exactly I'm "building with data" in my current position 😄.

🔗 Connect with me

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⚡ Stack

  • Data Engineering: Airflow, PySpark, Delta Lake, AWS Glue, Athena, Great Expectations
  • Databases: MySQL, Postgres, MongoDB, Neo4J, DynamoDB, Redshift, Snowflake, BigQuery
  • Cloud Providers: AWS, GCP
  • Data Science and Analytics: Jupyterlab, Polars, DuckDB, Plotly, Metabase
  • Software Engineering: AWS Lambda, SNS, SQS, REST, FastAPI

GabrielSGoncalves's Projects

airflow_hcv icon airflow_hcv

Study and implementation of the HCV genotyping pipeline on AirFlow

andrewng_coursera_ml icon andrewng_coursera_ml

Repo for studying the content from Machine Learning MOOC on Coursera lectured by Andrew Ng.

aws_lambda_study icon aws_lambda_study

This consists of a personal study on the AWS Lambda service and its application using Python3

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

deeptropism icon deeptropism

Development of a HIV tropism Deep Neural Network using Pytorch

diving_deeper_aws_lambda icon diving_deeper_aws_lambda

Repository with scripts from the article "Diving deeper into AWS Lambda" published in Towards Data Science (Medium)

evidently icon evidently

Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b

fast_zero icon fast_zero

FastAPI tutorial from Eduardo Mendes FastAPI do Zero

feature_engineering_study icon feature_engineering_study

Material related to study on Feature Engineering from the Udemy Course "Feature Engineering for Machine Learn".

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