EXCEEDS logo
Exceeds
Avinash Raj

PROFILE

Avinash Raj

Worked on the facebookincubator/velox and mhaseeb123/cudf repositories, focusing on improving build stability, test reliability, and GPU data processing workflows. Delivered CUDA-event-based synchronization for hash join operations, ensuring correct build-probe ordering across GPU streams without CPU blocking, and validated correctness with TPC-H benchmarks. Enhanced build automation and dependency management on CentOS Stream 9 by aligning gflags registration with ldconfig, reducing downstream build errors. Improved test suites to adapt to upstream cudf changes, maintaining reliability after library upgrades. Also reorganized example resources in libcudf-example for better maintainability. Utilized C++, CUDA, Shell scripting, and Linux system administration throughout these projects.

Overall Statistics

Feature vs Bugs

25%Features

Repository Contributions

4Total
Bugs
3
Commits
4
Features
1
Lines of code
164
Activity Months4

Work History

June 2026

1 Commits

Jun 1, 2026

June 2026: Delivered CUDA-event-based synchronization for Velox hash join to ensure build-probe ordering across GPU streams, reducing nondeterministic behavior and preventing premature probe execution. Implemented by capturing a build-ready CUDA event after build input concatenation and hash_join construction on the build stream, publishing it in CudfHashJoinBridge, and making probe streams wait on the event before consuming hash_join objects. Allocated UCX exchange buffers via cuDF device resource to maintain consistent device/resource usage with the rest of the cuDF path. Validated with TPC-H Q18 correctness loop against DuckDB reference, compute-sanitizer stream-ordered checks, and GPU TPC-H smoke tests. PR #17758 (D108667292) merged; reviewed by kgpai; pulled by kagamiori. fbshipit-source-id: 9bca2e2947cdaedcad2dcc59dd1bdf758480943b

March 2026

1 Commits

Mar 1, 2026

In March 2026, Velox focused on hardening build stability for CentOS Stream 9 by correcting gflags registration in ldconfig, reducing runtime errors in downstream builds and improving reliability for dependent projects like fbthrift. The fix ensures the gflags library is discoverable at runtime by the system's linker, aligning installation paths with ldconfig expectations and preventing libgflags.so.2.2 errors during downstream compilation.

January 2026

1 Commits

Jan 1, 2026

January 2026 monthly summary focusing on stabilizing Velox test quality after cudf 26.02 upgrade. Implemented test adjustments and validation to preserve reliability and accelerate downstream integration with upstream cudf changes.

August 2025

1 Commits • 1 Features

Aug 1, 2025

August 2025 monthly summary for mhaseeb123/cudf focusing on delivering business value through improved developer experience and maintainability. The primary change this month reorganized the libcudf-example resources to enhance discoverability and navigation, with a traceable commit ensuring the directory structure is preserved.

Activity

Loading activity data...

Quality Metrics

Correctness100.0%
Maintainability90.0%
Architecture95.0%
Performance90.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++Shell

Technical Skills

Build SystemC++C++ DevelopmentCUDAConcurrencyData ProcessingGPU ProgrammingLinux system administrationShell Scriptingbuild automationdependency managementsoftware developmenttesting

Repositories Contributed To

2 repos

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

facebookincubator/velox

Jan 2026 Jun 2026
3 Months active

Languages Used

C++Shell

Technical Skills

C++software developmenttestingLinux system administrationbuild automationdependency management

mhaseeb123/cudf

Aug 2025 Aug 2025
1 Month active

Languages Used

C++Shell

Technical Skills

Build SystemC++ DevelopmentShell Scripting