
Worked on the kili-technology/kili-python-sdk, delivering features and improvements focused on API design, backend development, and computer vision workflows. Over four months, introduced safer label migration paths, enhanced data export accuracy for rotated assets, and optimized project management operations. Used Python to implement deprecation strategies, refactor API parameters, and add validation logic, reducing maintenance risk and misconfiguration. Improved export pipelines by correcting vertex calculations and expanding unit test coverage, ensuring dataset integrity across COCO, VOC, and YOLO formats. Contributed to continuous integration and DevOps by optimizing project copy workflows, reducing resource consumption and improving reliability for SDK users.
March 2026 monthly summary: Implemented a performance-focused enhancement in the kili-python-sdk by adding a skipRebuilds parameter to the project copy workflow, preventing unnecessary rebuilds, reducing copy time and resource consumption, and improving user workflow in project management. This change aligns with LAB-4210 and was delivered via a merged PR (PR #2032). No critical bugs were reported this month; the focus was on optimization and reliability. Demonstrated strong Python SDK development, API design, and PR collaboration across the repository, delivering tangible business value.
March 2026 monthly summary: Implemented a performance-focused enhancement in the kili-python-sdk by adding a skipRebuilds parameter to the project copy workflow, preventing unnecessary rebuilds, reducing copy time and resource consumption, and improving user workflow in project management. This change aligns with LAB-4210 and was delivered via a merged PR (PR #2032). No critical bugs were reported this month; the focus was on optimization and reliability. Demonstrated strong Python SDK development, API design, and PR collaboration across the repository, delivering tangible business value.
April 2025 focused on refining the Demo Project creation workflow in the kili-python-sdk to improve developer experience and migration safety. Key changes include deprecating the old projectType parameter in favor of the new from_demo_project parameter, introducing the DemoProjectType enum to define available demo project types, and implementing validation to prevent mutually exclusive parameters during project creation. The work positions developers to create demo projects more reliably and reduces misconfiguration risks.
April 2025 focused on refining the Demo Project creation workflow in the kili-python-sdk to improve developer experience and migration safety. Key changes include deprecating the old projectType parameter in favor of the new from_demo_project parameter, introducing the DemoProjectType enum to define available demo project types, and implementing validation to prevent mutually exclusive parameters during project creation. The work positions developers to create demo projects more reliably and reduces misconfiguration risks.
January 2025 monthly summary for the kili-python-sdk. Focused on data export correctness for rotated assets and expanding test coverage. Delivered a fix for vertex calculations during export, added rotation reversal logic, and ensured accurate exports across COCO, VOC, and YOLO formats with thorough unit tests. This work enhances dataset integrity and reduces downstream labeling/training errors.
January 2025 monthly summary for the kili-python-sdk. Focused on data export correctness for rotated assets and expanding test coverage. Delivered a fix for vertex calculations during export, added rotation reversal logic, and ensured accurate exports across COCO, VOC, and YOLO formats with thorough unit tests. This work enhances dataset integrity and reduces downstream labeling/training errors.
Month: 2024-12 — Delivered migration support for the Kili Python SDK by deprecating update_properties_in_label in favor of kili.append_labels, enabling safer, forward-compatible label operations. This reduces potential breaking changes for users and aligns with the SDK roadmap. No major bug fixes were required this month; focus was on stability, documentation, and migration guidance to drive adoption and reduce support overhead.
Month: 2024-12 — Delivered migration support for the Kili Python SDK by deprecating update_properties_in_label in favor of kili.append_labels, enabling safer, forward-compatible label operations. This reduces potential breaking changes for users and aligns with the SDK roadmap. No major bug fixes were required this month; focus was on stability, documentation, and migration guidance to drive adoption and reduce support overhead.

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