Automation – AI-Powered Factory Workflow Automation Using Python
Designed and deployed a Python-based automation system that integrates machine learning to detect precise object coordinates and trigger actions across third-party interfaces, eliminating repetitive manual processes. The solution streamlined factory workflows, reduced operational errors, and enhanced production efficiency at scale.
Key Features & Capabilities
- Automated Coordinate Calculation – Instantly calculates object/file coordinates and generates structured CorelDRAW files without human intervention.
- PDF Data Extraction – Reads, parses, and extracts data from PDF documents for direct use in automated workflows.
- Instruction-to-Action Conversion – Translates factory instructions into actionable steps that automatically generate production-ready CorelDRAW files.
- High-Performance Parallel Processing – Capable of handling 100+ CorelDRAW files simultaneously in just a few minutes.
- Precision Fine-Tuning – Applies minor adjustments like resizing lines, optimizing shapes, and refining font sizes for accuracy.
- Time & Effort Savings – Reduces hours of manual effort, freeing production teams to focus on higher-value tasks.