EXCEEDS logo
Exceeds
Camilo

PROFILE

Camilo

Developed a foundational data collection workflow for the openvinotoolkit/training_extensions repository, focusing on accelerating machine learning dataset creation. Built a gallery-based interface using React and TypeScript, enabling users to curate data through a multi-select grid-list and per-item annotation with real-time status indicators. Leveraged CSS Modules for modular UI components and implemented state management to support batch labeling and efficient status tracking. Established a maintainable folder structure to streamline onboarding and future enhancements. This work reduced labeling friction and improved data quality, laying the groundwork for scalable input pipelines and supporting faster, higher-quality model training within the project’s ecosystem.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

3Total
Bugs
0
Commits
3
Features
1
Lines of code
1,275
Activity Months1

Work History

August 2025

3 Commits • 1 Features

Aug 1, 2025

Monthly summary for 2025-08 (openvinotoolkit/training_extensions): Delivered a foundational end-to-end data collection workflow to accelerate ML dataset creation. Implemented a Gallery-based data curation interface with multi-select grid-list and per-item annotation (accept/reject) plus visible status indicators. This work establishes a scalable input pipeline for training data and reduces labeling friction, enabling faster, higher-quality model training.

Activity

Loading activity data...

Quality Metrics

Correctness86.6%
Maintainability83.4%
Architecture83.4%
Performance73.4%
AI Usage20.0%

Skills & Technologies

Programming Languages

JavaScriptSCSSTypeScripttsx

Technical Skills

CSS ModulesFront End DevelopmentFrontend DevelopmentReactState ManagementTypeScriptUI Components

Repositories Contributed To

1 repo

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

openvinotoolkit/training_extensions

Aug 2025 Aug 2025
1 Month active

Languages Used

JavaScriptSCSSTypeScripttsx

Technical Skills

CSS ModulesFront End DevelopmentFrontend DevelopmentReactState ManagementTypeScript