Dara Dhanush
I’m Dara Dhanush, a Data Annotation Specialist based in Hyderabad, where I’ve spent 6 months working hands-on on layout detection and document structuring.
About
I’m Dara Dhanush, a Data Annotation Specialist based in Hyderabad, where I’ve spent 6 months working hands-on on layout detection and document structuring. I enjoy turning raw documents into high-quality, guideline-compliant annotations by accurately drawing bounding boxes and classifying document elements like titles, text blocks, lists, tables, key-value areas, and other structural components.
In my recent project at Han Digital Solution Pvt Ltd, I also worked on element hierarchy (parent-child mapping) and reading-order sequencing, ensuring content is ordered correctly and consistently across columns. I’m careful with edge cases, follow SOPs strictly, and use QA tracking to maintain inter-annotator agreement, so every dataset remains consistent, accurate, and ready for downstream models.
- Joined October 2026
Languages
- EnglishIntermediate
- HindiIntermediate
- TeluguAdvanced
Industry experience
- Software & Internet
- Computers & Electronics
- Education
Work experience
Handled layout detection/document structuring annotations for full document content, including margins, logos, dividers, and watermarks according to SOP and edge-case rules. Labeled 14+ document layout classes such as lists, tables, figures, titles, section headers, text/table/figure text, key-value areas, table of contents, footers/dividers, barcode/QR codes, signatures, code blocks, and math. Built element hierarchies using parent-child mapping and assigned reading order for text-bearing components (e.g., titles, section headers, paragraphs, table/figure text) with left-to-right, top-to-bottom and column-aware sequencing.
Worked on Layout Detection Annotation from March 2026 to August 2026 using SOP-driven rules. Labeled full-document content with precise bounding boxes including margins, logos, dividers, and watermarks. Classified document elements into 14+ layout classes such as lists, tables, figures, titles, text, section headers, table of contents, key-value areas, footers/dividers, barcodes/QR codes, signatures, code blocks, and math regions. Created element hierarchies by mapping parent-child relationships for titles/sub-sections/paragraphs and structured elements. Annotated reading order for text-bearing components with left-to-right, top-to-bottom, and column-aware sequencing, while applying form-specific rules for key-value detection in structured fields.
Education· 6
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