Geometric Analysis Specialist

7 days ago


udaipur, India beBeeArtificial Full time

Job Opportunity: AI/ML ExpertWe are seeking a highly skilled and innovative AI/ML professional to lead the development of our cutting-edge browser-based platform for advanced geometric analysis.This is an exciting opportunity to work on bringing real-time, industrial-grade analysis directly to the browser, impacting how products are designed, costed, and produced globally.Key Responsibilities & ImpactDesign and implement sophisticated ML models for comprehensive geometric analysis of complex 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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