AI-Driven Geometric Analyst

6 days ago


vadodara, India beBeeGeometric Full time

Our team is building a next-generation browser-based platform for geometric analysis and Design for Manufacturability (DFM) to solve complex real-world manufacturing challenges.Job OverviewAs an AI/ML Engineer, you will be responsible for designing and implementing machine learning models for geometric analysis of injection molded plastic parts, developing computer vision algorithms for automated feature detection in 3D CAD models, and creating predictive models for manufacturing cost estimation, cycle time prediction, and defect analysis.Key Responsibilities:Design 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.Design data pipelines for continuous model training and improvement.Platform Architecture & 3D Web SystemsYou will architect 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, and build scalable model serving infrastructure supporting real-time analysis.Manufacturing Analysis & DFMYou will develop DFM analysis algorithms for wall thickness, draft angles, undercuts, and gate placement, build moldflow simulation capabilities using AI-accelerated CFD techniques, and implement quality prediction models for common injection molding defects.



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