This repo presents some skills and practical projects I've been working on since I started my journey in the IT and data fields.
A Data Lover in the realm of ML and Data Engineering, DevOps and IT in general.
1. Streaming Pipeline with Apache Beam and Dataflow
Building a streaming data pipeline to load real-time users data into Big Query so the marketing and analytics teams can work on products offering and customer segmentation for faster business value generation.
Skills: GCP, Dataflow, Apache Beam, Pub/Sub, Terraform, Big Query.
2. Daily Covid 19 ELT With Modern Data Stack
Our team was asked to implement a simple ELT pipeline in order to provide daily Covid 19 data to the BI team so they workk on their analytics and take decisions.
Skills: Airflow, Dbt, Snowflake, Airbyte, Docker
Building an end-to-end solution for a six weeks sales forecast of a pharmacy chain using Machine Learning. The predictions can be accessed by a bot on Telegram.
Skills: Machine Learning, Time Series, Heroku, API, Bot
2. Prioritizing Customers for Insurance Cross-Sell (Ongoing)
Predicting whether or not the customer would be interested in auto insurance so the sales can be optimized.
Skills: Machine Learning, Heroku, API, Streamlit
3. Cardiovascular Disease Detection (Ongoing)
Building a Machine Learning Model to detect cardiovascular disease in early stages leverage the diagnostic precision made by health professionals.
Skills: Machine Learning, Heroku, API, Streamlit
1. Education Dataset Analysis (Brazilian ENADE)
Analyzing data from a brazilian performance's valuation of students. The analysis is focused on the state of Bahia.
Skills: Data Visualization, Data Processing
Analyzing data from Vitoria da Conquista - Ba's 2020 elections. The focus is on the economic and the social profile of candidates.
Skills: Data Visualization, Data Processing