Geometric Analysis Engineer

2 weeks ago

Aurangābad, India beBeeGeometricAnalysis Full time

We are seeking a highly skilled Geometric Analysis Engineer to lead the development of our next-generation browser-based platform.The ideal candidate will have expertise in AI, computer vision, and computational geometry to solve complex manufacturing challenges.Key Responsibilities & ImpactDesign and implement ML models for geometric analysis of injection molded plastic parts.Develop 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.Platform Architecture & 3D Web SystemsArchitect browser-based AI systems that process large 3D models efficiently.Integrate STEP/STL file processing with AI analysis workflows.Develop WebAssembly modules for high-performance geometry computation.Build scalable model serving infrastructure supporting real-time analysis.Manufacturing Analysis & DFMDevelop DFM analysis algorithms for wall thickness, draft angles, undercuts, and gate placement.Build moldflow simulation capabilities using AI-accelerated CFD techniques.Implement quality prediction models for common injection molding defects.

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    Aurangābad, India beBeeMachineLearning Full time

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