Jorge Caraballo enhanced media pipeline reliability by developing and refining backend features for the ynput/ayon-core and ynput/ayon-nuke repositories. He implemented case-insensitive file extension handling and standardized normalization in Python, reducing misclassification risks in file type recognition. In the Nuke API, he improved colorspace management by introducing robust parsing logic using regular expressions and expanded support for colorspace aliases, clarifying API usage through updated documentation. Additionally, Jorge delivered a frame-level automation feature that accurately detects frame starts and corrects slate frame modifications, minimizing manual intervention. His work demonstrated depth in backend development, Python scripting, and regular expression techniques.