1. Developed and Implemented OCR Solution: Created a robust OCR algorithm using Python and libraries such as OpenCV and Pytesseract to read and recognize alphanumeric characters from CNC displays, ensuring compatibility and high precision across various models.2. Research and Optimization: Conducted extensive research on OCR techniques and image processing, optimized the algorithm for accuracy and performance, and integrated the solution with HMI and CNC displays, including skew correction and ROI selection.3. Testing, Validation, and Documentation: Performed thorough testing to validate the OCR software under different conditions, and prepared comprehensive documentation including installation guides, troubleshooting tips, and usage scenarios. Contributed to the open-source community by releasing the software under an open-source license.