How We Built a Stack Overflow Community Questions Analyzer

This post details the creation of an automated system to analyze Stack Overflow questions related to GitLab. The system uses the StackOverflow API to pull questions, preprocesses the text, calculates TF-IDF using scikit-learn, and displays the results in dashboards using Streamlit. The entire process is orchestrated using GitLab CI/CD with multi-project pipelines and deployed on a Kubernetes cluster. This demonstrates the practical application of AI/ML techniques (TF-IDF) and DevOps practices for content creation and community feedback analysis.