A comprehensive Python package template to kickstart and standardize your MLOps initiatives and data pipelines.
A kedro plugin to use pandera in your kedro projects
Tutorial for implementing data validation in data science pipelines
An ETL Orchestration using Apache Airflow to extract CSV files from a Google Drive, validate, transform, and load into a PostgreSQL database.
Um scraper e processador de dados automatizado para extrair, limpar e organizar relatórios financeiros do portal IF.data do Banco Central do Brasil.
Pipeline ETL utilizando Pandera, pytest e CI
HDRUK Data Science Collaboration on Avoidable Admissions in the NHS.
End-to-end big data system for financial markets: ingest, transform, and visualize market & macro data
Testing Pydantic, FastAPI, polyfactory, pandera and GraphQL with SQLModel and pydantic-mongo
Project that utilises Pandera to explore schema type check on pandas dataframe insertion, utilises Pipenv, .pre-commit-config.yaml and pytest coverage.
A structured, day-by-day exploration of Python programming. It covers essential topics like data structures, object-oriented programming, error handling, and delves into advanced areas such as type hinting with `nptyping` and `pandera`.
📊 Build an ETL pipeline to transform raw marketplace data into structured analytics-ready advertiser KPIs using Python and Pandas.
Demo for the talk "make model validation sexy again"
Python SDK for Polymarket — every endpoint returns a pandas DataFrame. Sync + async HTTP, WebSockets, pandera schemas, order building & signing, on-chain CTF operations.
Plotly Dash app that displays profit/loss and other metrics to track performance
Fine-tuned a pre-trained HuggingFace model (distilbert-base-uncased) for multi-class sentiment classification on the GoEmotions dataset. Served it via a production-hardened FastAPI with MLflow tracking, pandera validation, Prometheus monitoring, and Docker deployment.
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