Machine Learning Engineer

24 hours ago

Meerut, India Recro Full time

Job Description: AI/ML Engineer (3D Geometry & Manufacturing) We are seeking an exceptionally talented and entrepreneurial AI/ML Engineer and build our next-generation browser-based platform for geometric analysis and Design for Manufacturability (DFM). If you are passionate about leveraging advanced AI, computer vision, and computational geometry to solve complex, real-world manufacturing challenges, we want to talk to you. This is a high-impact role focused on bringing real-time, industrial-grade analysis directly to the browser, impacting how products are designed, costed, and produced globally. Key Responsibilities & Impact 🧠 AI/ML Development & Real-time Inference - 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. - Create real-time inference engines optimized for browser-based deployment using TensorFlow.js/ONNX.js. - Design data pipelines for continuous model training and improvement. 🌐 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. - Develop WebAssembly modules for high-performance geometry computation. - Build scalable model serving infrastructure supporting real-time analysis. ⚙️ Manufacturing Analysis & DFM - 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 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. Preferred Qualifications (Bonus Points) - Domain Expertise: Manufacturing engineering background in injection molding or similar processes. - Advanced AI: Experience with Graph Neural Networks (GNN) for CAD geometry, Physics-Informed Neural Networks (PINNs), or Reinforcement Learning for design optimization. - Full Stack: Real-time rendering with WebGL/Three.js. - Startup Experience: Experience at high-growth startups building technical products from scratch for production.

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