
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.
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.
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.

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