Geometric Analysis Specialist

4 days ago


pushkar, India beBeeAnalysis Full time

Geometric Analysis SpecialistWe are seeking a talented and experienced Geometric Analysis Specialist to drive innovation in our next-generation browser-based platform for Design for Manufacturability (DFM).This high-impact role will focus on developing cutting-edge, industrial-grade analysis tools that transform how products are designed, costed, and produced globally.Main Responsibilities & ImpactAi/ml Development & Real-Time InferenceDesign 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 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 wasm 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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