Unlock the Power of Advanced Geometry in Manufacturing

7 days ago


Kolhapur, India beBeeGeometricAnalysis Full time

Job Title: Geometric Analysis EngineerAre you passionate about leveraging advanced AI, computer vision, and computational geometry to solve complex, real-world manufacturing challenges?We are looking for an exceptionally talented engineer to build our next-generation browser-based platform for geometric analysis and Design for Manufacturability (DFM).Key Responsibilities:Geometric Analysis & AI/ML Development: • Design and implement ML models for analyzing the geometry of injection molded plastic parts. • Develop computer vision algorithms for automated feature detection in 3D CAD models.Platform Architecture & 3D Web Systems: • Architect browser-based AI systems that process large 3D models efficiently. • Integrate STEP/STL file processing with AI analysis workflows.Manufacturing Analysis & DFM: • Develop DFM analysis algorithms for wall thickness, draft angles, undercuts, and gate placement.Required Skills:Programming Languages: • Strong proficiency in Python with TensorFlow or PyTorch. • JavaScript/TypeScript expertise for browser-based AI deployment using TensorFlow.js or ONNX.js.Geometry Processing: • Experience with 3D geometry processing using libraries like Open3D or PCL.CAD Knowledge: • Understanding of CAD file formats (STEP, STL, OBJ) and 3D mesh processing.Software Engineering: • Experience with WebAssembly development and Cloud platforms like AWS or GCP.Preferred Qualifications:Domain Expertise: • Manufacturing engineering background in injection molding or similar processes.Advanced AI: • Experience with Graph Neural Networks (GNN) for CAD geometry or Reinforcement Learning for design optimization.Full Stack: • Real-time rendering with WebGL or Three.js.



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