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Hugo Honda

PROFILE

Hugo Honda

Worked on the landing-ai/agentic-doc and landing-ai/vision-agent repositories, delivering features for document parsing, image inpainting, and data extraction. Built scalable document processing pipelines using Python and Pydantic, enabling schema-based extraction, metadata tracking, and configurable figure captioning. Enhanced automation by integrating prompt validation, dynamic chunk merging, and robust error handling for PDF and markdown workflows. Developed and tested the flux_image_inpainting tool for image editing, leveraging API integration and unit testing to ensure reliability. Addressed a critical bug in page numbering during parallel document merges, improving output integrity. Emphasized maintainability, testability, and data lineage throughout the development process.

Overall Statistics

Feature vs Bugs

80%Features

Repository Contributions

6Total
Bugs
1
Commits
6
Features
4
Lines of code
2,610
Activity Months5

Work History

October 2025

1 Commits

Oct 1, 2025

Concise monthly summary focusing on key accomplishments and business value for 2025-10 in the landing-ai/agentic-doc repository.

September 2025

1 Commits • 1 Features

Sep 1, 2025

September 2025 monthly summary for landing-ai/agentic-doc: Key feature delivered: Figure Captioning and Document Chunking Enhancements. Implemented configurable figure captioning types and split modes, added validation for custom captioning prompts, and refined how document parts are merged based on split type. This change is tracked by commit ab261e57e1cd0aaebe045f4db344c4492d05288b. Impact: increases automation quality and consistency in autogenerated documents, reducing downstream corrections and manual edits. Skills: configuration-driven design, prompt validation, and dynamic merge logic, with an emphasis on maintainability and testability.

August 2025

1 Commits • 1 Features

Aug 1, 2025

Month 2025-08 focused on enhancing document parsing observability and data lineage in landing-ai/agentic-doc. Delivered a new DocumentMetadata model and integrated it into the ParsedDocument structure, enabling richer tracking and association of parsed documents across the parsing pipeline.

June 2025

2 Commits • 1 Features

Jun 1, 2025

June 2025 monthly summary for landing-ai/agentic-doc focusing on feature enhancement and data extraction capabilities. Delivered a scalable document parsing and extraction feature with robust field extraction, schema-based extraction, and processing scalability improvements.

November 2024

1 Commits • 1 Features

Nov 1, 2024

November 2024 - Vision Agent: Delivered the Flux flux_image_inpainting tool for image inpainting, including core implementation, integration into the available tools registry, and comprehensive unit tests. No major bugs reported this month. The work enhances automation capabilities for image editing and strengthens the Flux tool ecosystem, enabling faster delivery of image-editing workflows.

Activity

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Quality Metrics

Correctness91.6%
Maintainability88.4%
Architecture90.0%
Performance76.6%
AI Usage20.0%

Skills & Technologies

Programming Languages

JSONNumPyPythonTypeScript

Technical Skills

API DevelopmentAPI IntegrationConfiguration ManagementData ExtractionData ModelingDocument ParsingDocument ProcessingError HandlingFull stack developmentImage ProcessingPDF ProcessingPydanticPythonRegular ExpressionsSchema Validation

Repositories Contributed To

2 repos

Overview of all repositories you've contributed to across your timeline

landing-ai/agentic-doc

Jun 2025 Oct 2025
4 Months active

Languages Used

JSONPythonTypeScript

Technical Skills

API DevelopmentAPI IntegrationData ExtractionDocument ParsingFull stack developmentPDF Processing

landing-ai/vision-agent

Nov 2024 Nov 2024
1 Month active

Languages Used

NumPyPython

Technical Skills

API IntegrationImage ProcessingTool IntegrationUnit Testing