Geometric Analysis Developer

21 hours ago

Kolhapur, India beBeeMachineLearning Full time

Job TitleWe are seeking a highly skilled Technical Lead to develop and deploy machine learning models for geometric analysis.Key Responsibilities:Design, implement, and train machine learning models for analyzing 3D CAD models.Develop algorithms for automated feature detection and predictive modeling.Create real-time inference engines optimized for browser-based deployment using TensorFlow.js/ONNX.js.Design data pipelines for continuous model training and improvement.Technical Requirements:Architect 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.Analysis and Optimization:Develop 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.About This RoleThis is a high-impact technical lead role focused on developing real-time, industrial-grade analysis directly in the browser, impacting product design, costing, and production globally.

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