During February 2026, Chingiz Kabytayev focused on improving deployment stability for fine-tuned classification models within the Azure/azureml-assets repository. He addressed a critical deployment issue that enabled reliable production rollout of these models, directly supporting the release of a new MedImageInsight version and updating the CxrReportGen version description. His work involved close collaboration across repositories and emphasized release engineering practices to ensure accurate versioning and traceability. Utilizing Azure, data management, and model deployment skills, as well as working with Markdown and YAML, Chingiz contributed to enhanced deployment reliability for machine learning assets in the Azure ML portfolio during this period.