Senior Geometric Analysis Engineer

5 days ago

amravati, India beBeeArtificialintelligence Full time

AI/ML Engineer Job Description:We 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 ideal candidate will 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, and create real-time inference engines optimized for browser-based deployment using TensorFlow.js/ONNX.js.Key Responsibilities & ImpactDevelop a robust data pipeline 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.Create WebAssembly modules for high-performance geometry computation.Platform Architecture & 3D Web SystemsDesign scalable model serving infrastructure supporting real-time analysis.Implement quality prediction models for common injection molding defects.Build moldflow simulation capabilities using AI-accelerated CFD techniques.Develop DFM analysis algorithms for wall thickness, draft angles, undercuts, and gate placement.Required Qualifications (Must-Haves)Experience: 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).Foundation: Strong background in linear algebra, calculus, computational geometry, and optimization techniques.CAD Knowledge: Understanding of CAD file formats (STEP, STL, OBJ) and 3D mesh processing.Software Engineering: Experience with WebAssembly development, Cloud platforms (AWS, GCP, Azure), and CI/CD best practices.This is a great opportunity for a skilled AI/ML engineer to take their career to the next level. If you have what it takes to succeed in this challenging role, we encourage you to apply.

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