BanglaVQA Dataset Pipeline

Repository Shape

Private repositories are represented through architecture notes, impact, and design tradeoffs instead of source links.

Role

Research engineering across data collection, annotation workflow, filtering, and reproducibility.

Architecture

• Crawler jobs gather candidate image-question pairs and normalize metadata.
• Annotation tooling captures human labels with agreement checks and review queues.
• Filtering scripts produce release-ready splits and reproducible experiment manifests.

Highlights

• 20K+ annotated QA pairs across diverse visual domains.
• Quality gates reduce noisy examples before model evaluation.
• Pipeline supports both research iteration and publication-grade dataset packaging.

Constraints