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palakkad, India beBeeAnalysis Full time

Geometric Analysis Engineer - Job OverviewWe are seeking a talented and entrepreneurial AI/ML Development Specialist to build our next-generation browser-based platform for geometric analysis and design optimization.This is a high-impact role focused on bringing real-time, industrial-grade analysis directly to the browser, impacting how products are designed and produced globally.Key Responsibilities & Impact:AI/ML Development & Real-time Inference: Design and implement ML 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 Systems: 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. 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.

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