Geometric Analysis Engineer

1 day ago

ajmer, India beBeeGeometricAnalysisEngineer Full time

Job Title: Geometric Analysis EngineerOverviewWe are seeking a highly skilled Geometric Analysis Engineer to join our team. This is an exceptional opportunity for an entrepreneurial AI/ML professional to design and implement cutting-edge ML models for geometric analysis of injection molded plastic parts, develop computer vision algorithms for automated feature detection in 3D CAD models, and build predictive models for manufacturing cost estimation, cycle time prediction, and defect analysis.Key Responsibilities & ImpactAI/ML Development & Real-time InferenceDesign and implement ML models for geometric analysis of injection molded plastic parts, leveraging TensorFlow.js/ONNX.js for real-time inference.Develop computer vision algorithms for automated feature detection in 3D CAD models, enabling efficient analysis and decision-making.Create predictive models for manufacturing cost estimation, cycle time prediction, and defect analysis, driving business growth and competitiveness.Platform Architecture & 3D Web SystemsArchitect browser-based AI systems that process large 3D models efficiently, utilizing WebAssembly modules for high-performance geometry computation.Integrate STEP/STL file processing with AI analysis workflows, streamlining data ingestion and analysis.Develop scalable model serving infrastructure supporting real-time analysis, ensuring seamless user experience.Develop DFM analysis algorithms for wall thickness, draft angles, undercuts, and gate placement, enhancing product design and manufacturability.Build moldflow simulation capabilities using AI-accelerated CFD techniques, reducing development time and costs.Implement quality prediction models for common injection molding defects, minimizing rework and improving overall quality.

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