Expert Geometric Analyst

1 week ago

nagpur, India beBeeArtificial Full time

Job OverviewThe company is developing AI-powered manufacturing analysis tools to democratize advanced manufacturing analysis worldwide.We are seeking an experienced AI Engineer to lead the development of our core AI analysis engine. This role offers high ownership, technical autonomy, and growth potential.Develop machine learning models analyzing 3D CAD geometry in real-time, predicting manufacturing issues, and providing actionable recommendations.Key ResponsibilitiesAchieve the following objectives:Design and implement ML 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.Design data pipelines for continuous model training and improvement.Platform ArchitectureArchitect a scalable platform with:Browser-based AI systems efficiently processing large 3D models.STEP/STL file processing integrated with AI analysis workflows.WebAssembly modules for high-performance geometry computation.Scalable model-serving infrastructure for real-time analysis.Feedback loops to continuously improve model accuracy.Manufacturing AnalysisConduct manufacturing analysis using:DFM analysis algorithms for wall thickness, draft angles, undercuts, and gate placement.AI-accelerated moldflow simulation capabilities.Cost optimization engines recommending design changes for manufacturability.Quality prediction models for common injection molding defects.Automated report generation delivering actionable manufacturing insights.Research & InnovationStay updated with:AI/ML advances in manufacturing and CAD analysis.Techniques such as neural radiance fields and graph neural networks for 3D data.Collaboration with manufacturing experts to validate AI recommendations.Publish research and represent the company at industry conferences.

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