Camilo Gonçalves's repositories
ChurnPredictionApp
This project is a simple approach to create a deployment process of a simple but complete Machine Learning App to AWS cloud services.
ChatLit
A RAG application for chatting with PDF documents. The LLM backend can be supplied by the OpenAI API or Ollama for local development.
DataScienceMiniProjects
Explore a collection of concise data science projects covering data analysis, visualization, and machine learning techniques in the DataScienceMiniProjects repository.
RossmannSalesForecasting
This project applies SARIMAX, Prophet, and XGBoost algorithms to predict future retail sales using time series data from multiple stores.
TheCamilovisk.github.io
A minimal, sidebar, responsive web design Jekyll theme, focusing on text presentation.
WagonDetection
MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.
YOLOProjects
This project is meant to give a concise overview of the YOLO models family. Following a series of projects, we'll go through YOLO's development history, technical breakthroughs, use cases, and practical projects. Although I plan to use several packages, our main focus will be the Ultralytics package and its API.