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Thomás Freire da Silva Reis's Projects

ecommerce_analysis icon ecommerce_analysis

Creating a data environment to load and transform the dataset of ecommerce data. Data extracted from Kaggle.

experiments icon experiments

Experiments with new frameworks using jupyter notebook or not.

mlflow_yfinance icon mlflow_yfinance

Utilize mlflow to track model parameters and metrics, making easy to monitor and retrain a model if necessary.

rag_pdf icon rag_pdf

Consult PDF files using LLM model and RAG.

rsna-ct-abdominal icon rsna-ct-abdominal

CNN pre-trained model (Resnet18) to extract features of a sequence of images (slices) of CT of Abdominal Region to classify injuries in different organs.

transform_duck icon transform_duck

ETL of fact tables of transactions of a sales retail. Later this data was used to build dashboard deployed in Render. Technologies envolved: DuckDB, Plotly, S3 Bucket, Python.

webscrapping_ssp icon webscrapping_ssp

Extração e transformação dos dados de violência contra a mulher da SSP-SP.

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