Volunteer

Think Blue DataSep 2024 - Oct 2024

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Label StudioAnnotationMachine LearningArtificial Intelligence (AI)

Helped in annotation of complete dataset of building topology, passive features and building type

Assisted in developing a model dataset for societal planning in Asian countries specifically Thailand

Contributed to data quality improvement and annotation accuracy

As a volunteer at Think Blue Data, I contributed to a significant urban planning project focused on Thailand and other Asian countries. The project involved comprehensive data annotation and model dataset development for societal planning initiatives.

Key Contributions

  • Annotated extensive datasets of building topology and passive features
  • Developed structured datasets for urban planning models
  • Focused on Thailand-specific architectural and urban patterns
  • Enhanced data quality through careful annotation and validation

Technical Work

  • Utilized Label Studio for efficient data annotation
  • Applied machine learning principles to data organization
  • Implemented AI-driven annotation quality checks
  • Contributed to building type classification systems

Project Impact

  • Improved dataset accuracy for urban planning models
  • Supported sustainable development initiatives in Thailand
  • Contributed to regional architectural analysis
  • Enhanced societal planning data infrastructure

Skills Development

This volunteer experience enhanced my expertise in data annotation, machine learning applications in urban planning, and understanding of architectural topology analysis. Working with international datasets provided valuable insights into cross-cultural urban development patterns.

2025 — Built by Hitesh Kumar