AI/Machine Learning Specialist

5 days ago


coimbatore, India beBeeArtificialintelligence Full time

Job OverviewWe are seeking a skilled AI/ML Specialist to develop and implement AI-driven solutions for geometric analysis and Design for Manufacturability (DFM).This role is focused on building real-time, industrial-grade analysis tools that impact how products are designed, costed, and produced globally.Main ResponsibilitiesDesign and develop Machine Learning models for analyzing 3D CAD models 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.Implement real-time inference engines optimized for browser-based deployment using TensorFlow.js/ONNX.js.Design data pipelines for continuous model training and improvement.Architect browser-based AI systems that efficiently process large 3D models.Integrate STEP/STL file processing with AI analysis workflows.Develop high-performance geometry computation modules using WebAssembly.Build scalable model serving infrastructure supporting real-time analysis.Develop algorithms for DFM analysis including 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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