viniciusbg Goto Github PK

I'm a Data Scientist (looking forward to a fully Machine Learning Engineering approach) whose experience goes from automating data extraction pipelines to deploying machine learning models and pipelines on cloud services.

Want to know how I got from Music to Data Science? Click here

You'll probably find many unfinished work here. Unfortunately, time is being short for dealing and with end-to-end side projects, but I'm doing my best to improve it and turn this profile into a portifolio.

• Charm.io - Data Scientist 💼

• Languages: Python, SQL
• Reproducible ML: Airflow, Kedro, MLFlow
• Containers: Docker/Docker Compose
• Unix
• Business intelligence: Metabase, Google Data Studio, Power BI
• Versioning: Git, Github
• CI/CD: Github Actions and Azure Devops
• Big Data: PySpark
• Clouds: AWS, GCP
• IaC: Terraform
• Product Management: Kanban, Scrum
• Within Pythonic World:
  • WebScrapping: Selenium, BeatifulSoup
  • Data Processing: Pandas, Numpy, Scipy, NLTK
  • Modelling/Machine Learning: Scikit-learn, XGBoost, Statsmodels
  • Deep learning: Keras, Tensorflow
  • NLP: NLTK, BERT, Word and Doc2Vec
  • Data Visualization: Matplotlib, Seaborn, Plotly
  • Deployment: FastAPI, Streamlit, Gradio

• Kuberenetes
• Causal Inference

• Grhaps - networks and databases

• [email protected] 🐤
• LinkedIn 👨💼