Data-Driven Innovation Specialist

23 hours ago

belgaum, India beBeeArtificial Full time

Job Opportunity: As a highly skilled AI/ML Engineer, you will play a pivotal role in developing our cutting-edge browser-based platform for geometric analysis and Design for Manufacturability (DFM). This is an exceptional opportunity to leverage advanced AI, computer vision, and computational geometry to drive innovation in manufacturing.About the RoleKey Responsibilities & ImpactDesign, develop, and implement Machine Learning models for analyzing 3D geometries of injection molded plastic parts.Create computer vision algorithms for automated feature detection within 3D CAD models.Build predictive models for estimating manufacturing costs, cycle times, and defect analysis.Develop 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 efficient browser-based AI systems that process large 3D models.Integrate STEP/STL file processing with AI analysis workflows.Develop high-performance WebAssembly modules for geometry computation.Build scalable infrastructure for serving models in real-time.Develop algorithms for analyzing wall thickness, draft angles, undercuts, and gate placement.Builtd moldflow simulation capabilities using AI-accelerated CFD techniques.Implement quality prediction models for common injection molding defects.

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