Neilsoft Research & Innovation Lab is building AI systems for engineering intelligence across domains such as BIM/CAD, digital twins, document intelligence, and conversational engineering assistants. We are looking for engineers who enjoy solving complex machine learning problems involving structured, visual, geometric, and textual data. The role involves working on computer vision for technical drawings, NLP for engineering documentation, geometric reasoning over 3 D models, and AI copilots for engineering tools. You will design and deploy production-grade ML systems while contributing to the research and development of proprietary AI technologies.
Job Location : Pune
Position : AI/ML Engineer
Experience : 5 to 7 Years
Qualification : Bachelor / Master degree in: Computer Science / Engineering, Artificial Intelligence/Machine Learning, Data Science, Applied Mathematics.
You may work on one or more of the following areas:
1. Computer Vision for Engineering Drawings
• Layout detection and element extraction from PDFs
• Symbol detection and recognition
• Floorplan understanding • Diagram parsing




• Object detection in technical drawings
2. Document Intelligence
• Information extraction from engineering specifications
• Table extraction from BOQ and cost documents
• Entity extraction and semantic parsing
• Document-level reasoning and cross-document linking
3. Geometry & 3 D Intelligence
• Graph-based reasoning on BIM models
• Geometry classification and topology understanding
• 3 D model feature extraction
• Structural or spatial constraint detection
4. AI Copilot Systems for Engineering Tools
• LLM-powered assistants
• Natural language interfaces for BIM/CAD models
• Retrieval-Augmented Generation (RAG) systems
• Engineering knowledge systems
5. Multimodal AI Systems
• Combining text, geometry, and visual data
• Engineering knowledge graphs
• Context-aware AI assistants
Key Responsibilities
• Design and implement end-to-end ML systems from data ingestion to deployment

📌 Ai/ml engineer (Pune)
🏢 Neilsoft
📍 Pune