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kochi, India beBeeMachineLearning Full time

We are seeking a talented AI/ML Engineer to build a next-generation browser-based platform for geometric analysis and Design for Manufacturability (DFM).Key Responsibilities & ImpactDesign and implement machine learning models for analyzing the geometry of injection molded plastic parts.Develop computer vision algorithms for automatically detecting features in 3D CAD models.Build predictive models for estimating manufacturing costs, cycle times, and defect rates.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.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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