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Jaskaran Singh Nagi

PROFILE

Jaskaran Singh Nagi

Jaskaran Singh Nagi contributed to the CodeLinaro/onnxruntime and aobolensk/openvino repositories, focusing on performance testing, plugin architecture, and Windows compatibility. He enhanced ONNX Runtime’s CLI by adding metadata-based device filtering for targeted performance comparisons and introduced a compile-only mode for plugin execution providers, enabling build-time optimization and flexible virtual device workflows. In Windows ML integration, he resolved a tensor shape and type retrieval bug, improving deployment stability. For OpenVINO, he improved Windows Direct3D 12 compatibility by refining memory allocation paths and enabling early CI testing. His work demonstrated depth in C++ development, memory management, and machine learning integration.

Overall Statistics

Feature vs Bugs

75%Features

Repository Contributions

4Total
Bugs
1
Commits
4
Features
3
Lines of code
485
Activity Months4

Work History

March 2026

1 Commits • 1 Features

Mar 1, 2026

Month: 2026-03 — OpenVINO repository (aobolensk/openvino). Focused on Windows Direct3D 12 compatibility improvements and test enablement. Delivered changes to memory allocation path for NT handle imports and prepared for driver-related D3D12 issues, to shorten time-to-value for Windows users and improve reliability of the D3D12 integration.

February 2026

1 Commits

Feb 1, 2026

February 2026 monthly summary for CodeLinaro/onnxruntime focused on stabilizing Windows ML integration by addressing a critical tensor shape/type retrieval bug in the Windows ML Adapter. Delivered a targeted build fix to ensure correct tensor information when specific flags are enabled (--use_winml and --enable_wcos), improving compatibility and stability for ONNX Runtime Windows ML users. This work reduces deployment friction and enhances reliability of Windows-based ML workloads.

January 2026

1 Commits • 1 Features

Jan 1, 2026

January 2026 — CodeLinaro/onnxruntime: Implemented Plugin Execution Providers (EPS) Context Compilation with Compile-Only Mode to support building the context model without execution. This enables build-time optimization and flexible virtual device workflows, improving iteration speed and resource efficiency in development and CI.

October 2025

1 Commits • 1 Features

Oct 1, 2025

2025-10 monthly summary for CodeLinaro/onnxruntime focusing on performance testing enhancements. Implemented targeted performance testing improvement by adding a CLI flag to filter execution provider devices by metadata, enabling more precise and efficient performance comparisons across EPs and devices.

Activity

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Quality Metrics

Correctness85.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage30.0%

Skills & Technologies

Programming Languages

C++

Technical Skills

API developmentC++C++ developmentCommand-line InterfaceDirect3D 12Machine LearningMemory managementMetadata FilteringONNXPerformance TestingWindows developmentperformance testingplugin architecture

Repositories Contributed To

2 repos

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

CodeLinaro/onnxruntime

Oct 2025 Feb 2026
3 Months active

Languages Used

C++

Technical Skills

C++Command-line InterfaceMetadata FilteringPerformance TestingC++ developmentperformance testing

aobolensk/openvino

Mar 2026 Mar 2026
1 Month active

Languages Used

C++

Technical Skills

C++ developmentDirect3D 12Memory managementWindows development