Machine Learning Engineer
RecroHubli-Dharwad, IN30+ days ago
Job descriptionArchitect 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. 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. 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.
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
⚙️ Manufacturing Analysis & DFM
Required Qualifications (Must-Haves)
Preferred Qualifications (Bonus Points)
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Machine Learning Engineer • Hubli-Dharwad, IN
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