Michel's repositories
data-synthesis
This GitHub repository showcases my bachelor thesis which is focused on exploring the application and comparison of various deep generative models for synthetic image augmentation in manufacturing domain.
data-engineering-tlc-data
This repository has the goal to present the pipeline documentation and code to a data engineering task performed on a cloud based platform for the TLC Trip Record Data.
model-serving-fastAPI
O ModelServingFastAPI é uma aplicação Python que utiliza o framework FastAPI e Uvicorn para fornecer previsões com base em um modelo de aprendizado de máquina pré-treinado no formato .joblib.
model-serving-flaskAPI
O ModelServingFlaskAPI é uma aplicação Python que utiliza o framework Flask para fornecer previsões com base em um modelo de aprendizado de máquina pré-treinado no formato .joblib.
sql-data-exploration
This repository uses two COVID-related datasets to explore them using SQL tools and address a series of questions about the pandemic.
steel-data-PCA-SMOTE
Comparison of machine learning performance using both the standard approach and PCA plus SMOTE as augmentation techniques.