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rishabhjain1712

PROFILE

Rishabhjain1712

Rishabh developed a tricyclic batch matrix multiplication kernel for ciphertext-ciphertext operations in the google/heir repository, extending secure computation capabilities. He approached the problem by designing and implementing the kernel in C++, focusing on efficient tensor operations and cryptographic correctness. To ensure reliability, he refactored and expanded unit tests, improving the maintainability and clarity of the secure computation test suite. Rishabh also enhanced the tensor layout evaluation function, which contributed to greater build stability and restored CI reliability. His work demonstrated depth in C++ development, algorithm design, and cryptography, resulting in a robust foundation for future secure matrix operations.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

2Total
Bugs
0
Commits
2
Features
1
Lines of code
356
Activity Months1

Work History

November 2025

2 Commits • 1 Features

Nov 1, 2025

November 2025 focused on enhancing core kernel capabilities for secure computations in google/heir, improving test reliability, and stabilizing the development pipeline. Delivered a tricyclic batch matrix multiplication kernel for ciphertext-ciphertext operations, with testing and stability improvements; refined test cases and layout evaluation for tensor operations to boost build stability; and resolved build issues to restore CI reliability. Overall, these efforts extend practical secure matrix operations, improve code maintainability, and reduce iteration time for feature development.

Activity

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Quality Metrics

Correctness90.0%
Maintainability80.0%
Architecture90.0%
Performance80.0%
AI Usage30.0%

Skills & Technologies

Programming Languages

C++

Technical Skills

C++C++ developmentTensor OperationsUnit Testingalgorithm designcryptographymatrix multiplication

Repositories Contributed To

1 repo

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

google/heir

Nov 2025 Nov 2025
1 Month active

Languages Used

C++

Technical Skills

C++C++ developmentTensor OperationsUnit Testingalgorithm designcryptography