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Simon Lau

PROFILE

Simon Lau

Slzk contributed to the PolyhedraZK/Expander repository by developing a GPU-accelerated optimization for the LinearGKR sum-check, refactoring core accumulation logic to leverage CUDA kernels for multiplication and addition gates. This work introduced a soft-lock based prepare phase and a dedicated CUDA kernel for vector addition, resulting in improved throughput and lower latency for zero-knowledge proof generation. In addition, Slzk addressed a stability issue in distributed MPI workflows by fixing duplicated initialization of mpi_config, ensuring consistent MPI state across runs. The work demonstrated depth in algorithm optimization, GPU computing, and MPI debugging, using C++, CUDA, and Rust to enhance performance and reliability.

Overall Statistics

Feature vs Bugs

50%Features

Repository Contributions

2Total
Bugs
1
Commits
2
Features
1
Lines of code
327
Activity Months2

Work History

July 2025

1 Commits

Jul 1, 2025

July 2025 monthly summary for PolyhedraZK/Expander focusing on stability improvements in distributed MPI workflows. Delivered a critical bug fix to prevent duplicated initialization of mpi_config in GKR MPI, ensuring MPI state is initialized exactly once across runs. The fix reduces instability, prevents inconsistent results, and enhances reliability for MPI-based computations in Expander.

January 2025

1 Commits • 1 Features

Jan 1, 2025

Concise monthly summary for 2025-01 focusing on key accomplishments, business value, and technical achievements in PolyhedraZK/Expander.

Activity

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Quality Metrics

Correctness85.0%
Maintainability80.0%
Architecture85.0%
Performance80.0%
AI Usage30.0%

Skills & Technologies

Programming Languages

C++CUDARust

Technical Skills

Algorithm OptimizationBug FixCUDA ProgrammingGPU ComputingMPIRustZero-Knowledge Proofs

Repositories Contributed To

1 repo

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

PolyhedraZK/Expander

Jan 2025 Jul 2025
2 Months active

Languages Used

C++CUDARust

Technical Skills

Algorithm OptimizationCUDA ProgrammingGPU ComputingZero-Knowledge ProofsBug FixMPI

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