EXCEEDS logo
Exceeds
ingyukoh

PROFILE

Ingyukoh

In February 2026, Ingyu Koh enhanced the CodeLinaro/onnxruntime repository by delivering a core feature and resolving two bugs focused on inference workload efficiency and platform compatibility. He improved WebGPU convolution correctness by fixing padding calculations for SAME_UPPER with strides greater than one, aligning results with the TypeScript implementation. Using C++, CMake, and CUDA, he optimized build-time dependencies by making cuDNN and SymPy optional, reducing install size and build friction for minimal and inference-only deployments. Koh also expanded Node.js interoperability by enabling float16 tensor input support for both Uint16Array and Float16Array, addressing previous limitations and supporting broader deployment scenarios.

Overall Statistics

Feature vs Bugs

33%Features

Repository Contributions

4Total
Bugs
2
Commits
4
Features
1
Lines of code
147
Activity Months1

Work History

February 2026

4 Commits • 1 Features

Feb 1, 2026

February 2026 performance summary for CodeLinaro/onnxruntime: Delivered core feature enhancements, stability fixes, and deployment-optimization improvements to support lighter-weight inference workloads, broader platform compatibility, and faster iteration cycles. The month focused on correctness in GPU-accelerated paths, reducing build/install friction, and expanding Node.js interoperability, translating into measurable business value for inference workloads and faster time-to-market for deployments.

Activity

Loading activity data...

Quality Metrics

Correctness100.0%
Maintainability85.0%
Architecture85.0%
Performance85.0%
AI Usage30.0%

Skills & Technologies

Programming Languages

C++CMakePython

Technical Skills

Build SystemsC++CMakeCUDANode.jsPython developmentTensor Processingalgorithm optimizationbackend developmentdependency managementpackage management

Repositories Contributed To

1 repo

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

CodeLinaro/onnxruntime

Feb 2026 Feb 2026
1 Month active

Languages Used

C++CMakePython

Technical Skills

Build SystemsC++CMakeCUDANode.jsPython development