AI-Powered Geometric Analyst

6 days ago

guntur, India beBeeGeometric Full time

Job Title:Geometric Analysis and Design for Manufacturability SpecialistKey Responsibilities and ImpactDesign and implement machine learning 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 and 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 Analysis and 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.Required Skills and Qualifications:Machine Learning Engineering skills.Experience with 3D CAD modeling and geometric analysis.Knowledge of computer vision algorithms and deep learning frameworks.Proficiency in programming languages such as JavaScript and Python.Ability to work in a team environment and communicate effectively.Additional Information:This is an exceptional opportunity to join a leading-edge company and contribute to the development of cutting-edge AI-powered solutions for geometric analysis and design for manufacturability.The ideal candidate will have a strong background in machine learning engineering, experience with 3D CAD modeling and geometric analysis, and knowledge of computer vision algorithms and deep learning frameworks.

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