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Felix Hirwa Nshuti

PROFILE

Felix Hirwa Nshuti

Worked on the apache/tvm repository to improve the Relax TFLite frontend by addressing operator call issues in activation functions. Focused on correcting operator mappings for functions such as LEAKY_RELU, HARD_SWISH, ReLU_N1_to_1, and LOG_SOFTMAX, ensuring accurate integration with Relax IR. Enhanced code maintainability by standardizing operator naming and expanding unit test coverage, which validated the behavior of multiple activation functions and reduced the risk of regressions. Utilized Python and TensorFlow, applying unit testing methodologies to verify fixes. The work emphasized careful code refactoring and test-driven development, contributing to more robust TFLite frontend integration within the TVM project.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

1Total
Bugs
1
Commits
1
Features
0
Lines of code
71
Activity Months1

Work History

April 2026

1 Commits

Apr 1, 2026

February 2026-04 monthly summary focusing on key accomplishments and overall impact for the TVM project with emphasis on Relax TFLite frontend improvements.

Activity

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Quality Metrics

Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Machine LearningTensorFlowUnit Testing

Repositories Contributed To

1 repo

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

apache/tvm

Apr 2026 Apr 2026
1 Month active

Languages Used

Python

Technical Skills

Machine LearningTensorFlowUnit Testing