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mqlim

PROFILE

Mqlim

Contributed to the cambridge-cares/TheWorldAvatar repository by delivering four features over two months focused on data integration and semantic web enhancements. Developed and refined SQL and JSON artifacts to streamline ACRA entity ingestion, updated OBDA mappings to align with ontologies, and improved data model maintainability. Leveraged SPARQL and SQL scripting to enable precise retrieval of company data and enhanced building identification accuracy for sea level rise analysis. Emphasized code clarity through targeted refactoring and documentation updates, reducing maintenance complexity. Demonstrated expertise in backend development, data engineering, and ontology design, resulting in more reliable data pipelines and improved semantic consistency.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

11Total
Bugs
0
Commits
11
Features
4
Lines of code
7,627,190
Activity Months2

Work History

December 2025

4 Commits • 2 Features

Dec 1, 2025

December 2025 monthly summary for cambridge-cares/TheWorldAvatar focusing on delivering robust data integration and precision improvements that advance FIA data pipelines and sea level rise analyses. Key outcomes include SPARQL-based ACRA entity retrieval for Singapore entities, precision enhancements in building identification, and targeted code cleanup to reduce maintenance burden while preserving data accuracy and reproducibility.

November 2025

7 Commits • 2 Features

Nov 1, 2025

November 2025: Delivered critical enhancements to ACRA data integration and OBDA mappings in cambridge-cares/TheWorldAvatar, delivering measurable improvements in data ingestion speed, accuracy, and maintainability. Key outcomes include adding SQL/JSON artifacts and end-user documentation for the ACRA data uploader, and refining OBDA mappings for ACRA and Company entities to remove external references, align with ontologies, and extend RDF typing.

Activity

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Quality Metrics

Correctness96.4%
Maintainability91.0%
Architecture91.0%
Performance91.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

JSONRDFSPARQLSQLTurtle

Technical Skills

API developmentAPI integrationRDFSPARQLSQL scriptingbackend developmentdata engineeringdata integrationdata mappingdata modelingdata queryingdata uploadingdatabase managementontology designsemantic web

Repositories Contributed To

1 repo

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

cambridge-cares/TheWorldAvatar

Nov 2025 Dec 2025
2 Months active

Languages Used

JSONRDFSPARQLSQLTurtle

Technical Skills

API integrationRDFSPARQLSQL scriptingdata engineeringdata integration