Advanced Geometric Analysis and Machine Learning Specialist

15 hours ago


guntur, India beBeeGeometricAnalysis Full time

Geometric Analysis and Design ExpertWe are seeking a talented AI/ML Engineer to develop advanced machine learning models for geometric analysis of injection molded plastic parts.This role focuses on leveraging computer vision, computational geometry, and data pipelines for continuous model training and improvement. The ideal candidate will design and implement high-performance geometry computation algorithms and build predictive models for manufacturing cost estimation, cycle time prediction, and defect analysis.Key Responsibilities:Design and implement Machine Learning 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 Mfg 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 and 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 and 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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