Samsung/ONE
Jan 2025 – Jul 2025
3 Months active
Languages Used
C++PythonText
Technical Skills
C++Runtime DevelopmentCode RefactoringDebuggingPerformance OptimizationCompiler Development
youngsik kim
PROFILE
Youngsik Kim
Contributed to the Samsung/ONE repository by developing RoPE support and operator fusion within the one-cmds workflow, enabling rotary positional embeddings and improving model processing efficiency. Enhanced runtime stability by refining dynamic tensor shape handling in the ONERT BaseLoader, prioritizing shape signatures to reduce errors and debugging time. Addressed tracing reliability by refactoring the ChromeTracingWriter subsystem to prevent duplicate traceEvents across concurrent nnfw sessions, resulting in more accurate analytics and maintainable code. Work involved C++ and Python, with a focus on compiler development, runtime development, code refactoring, and performance optimization, demonstrating depth in both feature delivery and critical bug resolution.
Overall Statistics
Feature vs Bugs
33%Features
Repository Contributions
3Total
Bugs
2
Commits
3
Features
1
Lines of code
29
Activity Months3
Your Network
210 peopleWork History
July 2025
1 Commits • 1 Features
Jul 1, 2025July 2025 monthly summary for Samsung/ONE: Delivered RoPE support and operator fusion in the one-cmds workflow, enabling RoPE positional embeddings in processed models, updating internal constants and documentation, and establishing groundwork for improved performance.
1 Commits • 1 Features
Jul 1, 2025July 2025 monthly summary for Samsung/ONE: Delivered RoPE support and operator fusion in the one-cmds workflow, enabling RoPE positional embeddings in processed models, updating internal constants and documentation, and establishing groundwork for improved performance.
July 2025
February 2025
1 Commits
Feb 1, 2025February 2025: Strengthened tracing stability in Samsung/ONE by preventing duplicate traceEvents when multiple nnfw sessions are active. Implemented targeted refactors and lifecycle changes to the tracing subsystem to ensure traceEvents are emitted only once, reducing data noise and improving analytics reliability.
February 2025
1 Commits
Feb 1, 2025February 2025: Strengthened tracing stability in Samsung/ONE by preventing duplicate traceEvents when multiple nnfw sessions are active. Implemented targeted refactors and lifecycle changes to the tracing subsystem to ensure traceEvents are emitted only once, reducing data noise and improving analytics reliability.
January 2025
1 Commits
Jan 1, 2025January 2025 (2025-01) – ONERT runtime baseloader stability improvements in Samsung/ONE. Focused on stabilizing dynamic tensor shape handling to reduce runtime errors and improve model compatibility.
1 Commits
Jan 1, 2025January 2025 (2025-01) – ONERT runtime baseloader stability improvements in Samsung/ONE. Focused on stabilizing dynamic tensor shape handling to reduce runtime errors and improve model compatibility.
January 2025
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Quality Metrics
Correctness86.6%
Maintainability86.6%
Architecture86.6%
Performance80.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++PythonText
Technical Skills
C++Code RefactoringCompiler DevelopmentDebuggingModel OptimizationPerformance OptimizationRuntime Development
Repositories Contributed To
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