AI/Machine Learning Developer

3 days ago

Chennai, Tamil Nadu, India beBeeAIDEveloper Full time ₹ 15,00,000 - ₹ 20,00,000

About the Role

We are seeking an innovative AI/ML expert to revolutionize automated space planning and design.

The ideal candidate will bridge the gap between AI/ML technologies and interior design expertise to create automated design solutions.

Responsibilities:

  • Develop comprehensive rule engines for interior design constraints
  • Create algorithms for optimal placement of hobs, sinks, refrigerators, and storage solutions based on kitchen workflow principles
  • Implement complex constraint optimization for furniture placement, clearance requirements, and accessibility standards
  • Process room scans, floor plans, and measurements to understand spatial constraints and opportunities
  • Automatically populate 3D spaces with appropriate furniture, fixtures, and appliances from product catalogs
  • Ensure generated designs meet safety codes, ergonomic standards, and functional requirements
  • Build models to understand and predict user design preferences and style choices
  • Balancing aesthetics, functionality, cost, and space utilization
  • Interactive systems for design preview and modification

Requirements

Technical Skills:

Computer Vision & 3D Processing

  • OpenCV
  • Open3D
  • Detectron2/SAM/similar technologies

Machine Learning & Deep Learning

  • PyTorch
  • Hugging Face Transformers
  • LightGBM/XGBoost
  • MLflow
  • Data Management

Qualifications:

  • Bachelor's or Master's degree in Computer Science, Machine Learning, Computer Vision, or related field
  • 3+ years of experience in computer vision and machine learning
  • Strong programming skills in Python
  • Experience with constraint programming and optimization problems
  • Proven track record of building rule-based systems for complex decision-making
  • Strong understanding of 3D geometry, spatial relationships, and collision detection
  • Experience with version control (Git) and collaborative development

Preferred Qualifications:

  • PhD in Computer Vision, Machine Learning, or related field
  • Interior Design Background: Formal training or significant experience in interior design, architecture, or space planning
  • Experience with CAD software (AutoCAD, SketchUp, Revit) or 3D design tools
  • Knowledge of kitchen and furniture industry standards and suppliers
  • Experience with cloud platforms (AWS, GCP, Azure) for ML workloads
  • Knowledge of containerization (Docker) and orchestration (Kubernetes)
  • Experience with real-time 3D rendering and visualization
  • Familiarity with furniture/product catalog management systems
  • Experience with generative design algorithms

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