mindsandcompany/doc_parser
Oct 2025 – Jul 2026
3 Months active
Languages Used
PythonJavaScriptShellDockerfile
Technical Skills
API IntegrationData ModelingDocument ParsingDocument ProcessingFile ProcessingImage Manipulation
seongmincho315
PROFILE
Seongmincho315
Worked on the mindsandcompany/doc_parser repository to deliver advanced document parsing and processing features over a three-month period. Developed a DotsOCRLayoutModel for layout analysis, integrating an external OCR service and enabling a VLM-based reading order option, all controlled via a configurable pipeline flag. Enhanced PDF parsing throughput and reliability by implementing a multiprocessing backend and dedicated worker process, while also rebuilding CMake configurations to resolve startup and hang issues. Upgraded dependencies and aligned APIs for stability, fixing a TypeError and improving text tokenization using NLTK. The work leveraged Python, Docker, and API integration to improve scalability and downstream data extraction.
Overall Statistics
Feature vs Bugs
75%Features
Repository Contributions
9Total
Bugs
1
Commits
9
Features
3
Lines of code
9,491,398
Activity Months3
Your Network
61 peopleWork History
July 2026
4 Commits • 1 Features
Jul 1, 2026July 2026: Doc parser stability and text processing enhancements for mindsandcompany/doc_parser. Focused on upgrading dependencies to fix PDF parsing hangs, restoring stable multiprocessing behavior, and aligning APIs with docling-parse 7.3.0, along with enabling improved tokenization via NLTK punkt_tab. These changes reduce downtime and improve downstream data extraction for clients.
4 Commits • 1 Features
Jul 1, 2026July 2026: Doc parser stability and text processing enhancements for mindsandcompany/doc_parser. Focused on upgrading dependencies to fix PDF parsing hangs, restoring stable multiprocessing behavior, and aligning APIs with docling-parse 7.3.0, along with enabling improved tokenization via NLTK punkt_tab. These changes reduce downtime and improve downstream data extraction for clients.
July 2026
June 2026
2 Commits • 1 Features
Jun 1, 2026June 2026 performance summary for mindsandcompany/doc_parser. Delivered a multiprocessing backend for PDF page loading and a dedicated worker process to manage page requests, with improved PDF parsing error handling and a rebuild of the CMake configuration to fix startup and hang issues. These changes collectively improve processing throughput, reliability, and scalability for PDF parsing workflows, enabling faster turnaround on documents and reduced downtime.
June 2026
2 Commits • 1 Features
Jun 1, 2026June 2026 performance summary for mindsandcompany/doc_parser. Delivered a multiprocessing backend for PDF page loading and a dedicated worker process to manage page requests, with improved PDF parsing error handling and a rebuild of the CMake configuration to fix startup and hang issues. These changes collectively improve processing throughput, reliability, and scalability for PDF parsing workflows, enabling faster turnaround on documents and reduced downtime.
October 2025
3 Commits • 1 Features
Oct 1, 2025Monthly summary for 2025-10 for mindsandcompany/doc_parser: Delivered a new DotsOCRLayoutModel for document layout parsing with an optional VLM-based reading order path, integrated with an external OCR service, and enhanced the core pipelines to activate the layout analysis via a do_vlm_layout_and_readingorder flag. Added comprehensive tests and visualization updates to validate and demonstrate the new processing and annotated outputs.
3 Commits • 1 Features
Oct 1, 2025Monthly summary for 2025-10 for mindsandcompany/doc_parser: Delivered a new DotsOCRLayoutModel for document layout parsing with an optional VLM-based reading order path, integrated with an external OCR service, and enhanced the core pipelines to activate the layout analysis via a do_vlm_layout_and_readingorder flag. Added comprehensive tests and visualization updates to validate and demonstrate the new processing and annotated outputs.
October 2025
Activity
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Quality Metrics
Correctness86.6%
Maintainability82.2%
Architecture82.2%
Performance75.6%
AI Usage33.4%
Skills & Technologies
Programming Languages
DockerfileJavaScriptPythonShell
Technical Skills
API IntegrationAPI integrationCMakeData ModelingDependency ManagementDockerDocument ParsingDocument ProcessingFile ProcessingImage ManipulationImage ProcessingMachine LearningNatural Language ProcessingOCR IntegrationPDF Parsing
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