Brad Mallett developed a real-time Online Punctuation Model for the k2-fsa/sherpa-onnx repository, focusing on enabling punctuation processing in online workflows. He implemented this feature using C++ and Node.js, leveraging the node-addon-api to bridge native code with JavaScript environments. Brad introduced a dedicated online punctuation class and expanded the test suite, refining test naming conventions for clarity. His work included updates to continuous integration pipelines, ensuring both online and offline punctuation tests ran reliably. While the month’s focus was on feature delivery rather than bug fixes, his contributions improved test coverage and enhanced the reliability of punctuation-related releases.