Senior Geometric Analyst

2 weeks ago


nellore, India beBeeArtificial Full time

Our next-generation browser-based platform for geometric analysis and Design for Manufacturability (DFM) is seeking an exceptionally talented and entrepreneurial Ai/ml Engineer.This role focuses on leveraging advanced AI, computer vision, and computational geometry to solve complex manufacturing challenges.Ai/ml Engineer responsibilities:Geometric Analysis & Real-time InferenceDesign and implement ML models for analyzing injection molded plastic parts.Develop computer vision algorithms for automated feature detection in 3D CAD models.Build predictive models for estimating manufacturing costs, predicting cycle times, and analyzing defects.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 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.Manufacturing Optimization & DFMDevelop algorithms for wall thickness, draft angles, undercuts, and gate placement analysis.Build moldflow simulation capabilities using AI-accelerated CFD techniques.Implement quality prediction models for common injection molding defects.



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