Geometric Analysis Engineer

2 weeks ago

vadodara, India beBeeExpert Full time

About the OpportunityWe are seeking an exceptional and innovative AI/ML Expert to develop our next-generation browser-based platform for geometric analysis and Design for Manufacturability (DFM).This is a high-impact role focused on bringing real-time, industrial-grade analysis directly to the browser, driving global product design, cost estimation, and production.Key Responsibilities & 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.Required Qualifications & SkillsExperience: 3+ years of AI/ML engineering experience with production deployments.ML Proficiency: Strong proficiency in Python with TensorFlow, PyTorch, or similar ML frameworks.3D Geometry: Experience with 3D geometry processing using libraries like Open3D, PCL, or similar.Web AI: JavaScript/TypeScript expertise for browser-based AI deployment (TensorFlow.js, ONNX.js).

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