Python Automation

Workflow automation, data pipelines, web scraping, REST APIs, data apps with Streamlit, Flask web services, and ML-powered tooling — all in Python.

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Python Automationcategory Generative AIcategory

STORM DAT: Automating Government Document Compliance So Analysts Can Focus on What Matters

A web-based application for automating government document compliance, reducing manual review time and improving accuracy.

PythonFlaskDockerWhisper

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Biomedical Engineeringcategory Python Automationcategory

VitalCheck API: Building a Multi-Domain Health Intelligence Engine with Python, FastAPI, and Production-Grade ML

VitalCheck is a production-deployed REST API that delivers real-time health risk assessments across ten medical and wellness domains. Built with Python, FastAPI, and a suite of machine learning models, it provides a unified interface for clinical and biometric predictions — from diabetes and stroke risk to MRI-based brain tumor classification.

PythonFastAPIUVPydanticscikit-learnONNX +1 more

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Python Automationcategory

Pytest Parametrization & GitHub Actions CI Pipeline

A comprehensive guide to writing efficient, maintainable tests using pytest's parametrization features, along with setting up a GitHub Actions workflow for continuous integration. This tutorial covers best practices for test organization, fixtures, and automated quality gates in a professional software development environment.

Intermediate

27 minutes

Jun 12, 2025

PythonPytest

Python Automationcategory

Generic Input Validation Pattern

A deep dive into a reusable Python function that validates incoming data against expected keys and types, with special handling for edge cases like numeric strings and empty values. This pattern is essential for building robust APIs and can be applied across various programming languages and frameworks.

Beginner

8 minutes

Jun 11, 2025

PythonFlask