Advanced Geometric Analysis Specialist

5 days ago

Malappuram, India beBeeGeometric Full time

Job OpportunityWe are seeking a highly skilled AI/ML Professional to develop and implement advanced machine learning models for geometric analysis and Design for Manufacturability (DFM).This high-impact role focuses on creating real-time, industrial-grade analysis directly accessible through the browser, transforming how products are designed, costed, and produced globally.We are looking for someone passionate about leveraging cutting-edge AI, computer vision, and computational geometry to solve complex, real-world manufacturing challenges.Main Responsibilities & ImpactAI/ML Development & Real-time InferenceDesign and implement ML models for the 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 efficiently process large 3D models.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.

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