Geometric Analysis Engineer

2 weeks ago


tumakuru, India beBeeMachineLearning Full time

Job Overview:We are seeking a highly skilled and innovative AI/ML Engineer to spearhead the development of our cutting-edge browser-based platform for geometric analysis and Design for Manufacturability (DFM).This is a high-impact role focused on delivering real-time, industrial-grade analysis directly to the browser, significantly enhancing how products are designed, costed, and produced globally.Primary Responsibilities:Design and implement ML models for complex geometric analysis of injection molded plastic parts.Develop sophisticated computer vision algorithms for automated feature detection in 3D CAD models.Build predictive models for manufacturing cost estimation, cycle time prediction, and defect analysis.Create real-time inference engines optimized for browser-based deployment using TensorFlow.js/ONNX.js.Design data pipelines for continuous model training and improvement.Key Competencies:Proficiency with Python, TensorFlow, PyTorch, or similar ML frameworks.Expertise in 3D geometry processing using libraries like Open3D, PCL, or similar.JavaScript/TypeScript expertise for browser-based AI deployment (TensorFlow.js, ONNX.js).Familiarity with CAD file formats (STEP, STL, OBJ) and 3D mesh processing.



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