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PrasannaKasar

PROFILE

Prasannakasar

Prasanna Kasar worked on integrating a Keras Model Parser into the SOFIE framework within the root-project/root repository, focusing on production readiness and seamless build integration. Using Python, CMake, and deep learning frameworks, Prasanna implemented support for LayerNorm, BatchNorm ND, and ELU layers, ensuring the parser could handle a broader range of Keras models. The work included creating a dedicated CMakeLists.txt for modular builds and updating Python interfaces to inject the new parser dynamically. By replacing legacy version checks with runtime detection and improving CI traceability, Prasanna delivered a robust, maintainable solution that enhances SOFIE’s machine learning capabilities.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
2,065
Activity Months1

Work History

August 2025

1 Commits • 1 Features

Aug 1, 2025

August 2025 monthly summary for root-project/root focusing on delivering Keras Model Parser integration into SOFIE and aligning build and Python interfaces for production readiness.

Activity

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Quality Metrics

Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage60.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

CMakeDeep LearningKerasMachine LearningPython

Repositories Contributed To

1 repo

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

root-project/root

Aug 2025 Aug 2025
1 Month active

Languages Used

Python

Technical Skills

CMakeDeep LearningKerasMachine LearningPython