Geometric Analysis Expert

2 weeks ago

Koṭa, India beBeeAnalysis Full time

Job Title: Geometric Analysis ExpertWe are seeking an exceptionally talented and entrepreneurial AI/ML expert to build our next-generation browser-based platform for geometric analysis and Design for Manufacturability (DFM). The role is focused on bringing real-time, industrial-grade analysis directly to the browser, impacting how products are designed, costed, and produced globally.Key Responsibilities & ImpactDesign and implement machine learning models for geometric analysis of injection molded plastic parts using Python with TensorFlow, PyTorch, or similar ML frameworks.Develop computer vision algorithms for automated feature detection in 3D CAD models using libraries like Open3D, PCL, or similar.Build predictive models for manufacturing cost estimation, cycle time prediction, and defect analysis using TensorFlow.js/ONNX.js.Create real-time inference engines optimized for browser-based deployment.Design data pipelines for continuous model training and improvement.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.Build scalable model serving infrastructure supporting real-time analysis.Develop 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 QualificationsThe ideal candidate will have a strong background in machine learning and deep learning technologies, as well as experience with Python programming. Proficiency in TensorFlow, PyTorch, and/or other popular ML frameworks is required. Additionally, knowledge of computer vision and image processing techniques is essential. A solid understanding of software development principles and practices is also necessary.BenefitsThis position offers a unique opportunity to work at the forefront of AI innovation and contribute to the development of cutting-edge technologies. Our team is passionate about creating impactful solutions that drive business success and improve people's lives.How to ApplyIf you're a motivated and talented individual looking to make a meaningful difference in the world, we encourage you to apply for this exciting opportunity. Please submit your resume, cover letter, and portfolio showcasing your relevant skills and experiences.

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