
Scott Todd led cross-platform build, packaging, and release engineering for ROCm/TheRock, focusing on Windows enablement and CI/CD reliability. He modernized Python packaging workflows, expanded PyTorch version coverage, and introduced glob-based library discovery to streamline releases. Using CMake, Python, and GitHub Actions, Scott improved build matrix coverage and automated versioning, while enhancing documentation and developer tooling for maintainability. His work addressed Windows-specific challenges, such as path handling and DLL management, and resolved workflow conflicts to ensure stable releases. By removing legacy code and standardizing processes, Scott delivered robust, maintainable infrastructure that accelerated development and improved cross-repo collaboration within ROCm.

Month: 2025-10 — This period focused on strengthening cross-platform packaging, release reliability, and developer tooling across ROCm/TheRock, pytorch/audio, and ROCm/rocm-systems. Delivered an expanded and more reliable CI/CD setup for Python packaging, improved ROCm packaging versioning, and added developer tooling while stabilizing release workflows and removing legacy code. Key outcomes include broader PyTorch version coverage in CI, glob-based library discovery for robust packaging, and targeted documentation/tooling improvements that reduce maintenance overhead and accelerate releases. A release milestone for PyTorch audio was prepared with a version bump to 2.10.0a0.
Month: 2025-10 — This period focused on strengthening cross-platform packaging, release reliability, and developer tooling across ROCm/TheRock, pytorch/audio, and ROCm/rocm-systems. Delivered an expanded and more reliable CI/CD setup for Python packaging, improved ROCm packaging versioning, and added developer tooling while stabilizing release workflows and removing legacy code. Key outcomes include broader PyTorch version coverage in CI, glob-based library discovery for robust packaging, and targeted documentation/tooling improvements that reduce maintenance overhead and accelerate releases. A release milestone for PyTorch audio was prepared with a version bump to 2.10.0a0.
September 2025 performance summary — across ROCm/rocm-systems, ROCm/TheRock, pytorch/audio, and ROCm/rocm-libraries. The month focused on delivering business value through feature upgrades, CI reliability, target clarity, and developer experience while stabilizing Windows workflows. Key outcomes include a mix of feature delivery, CI hardening, and targeted bug fixes that improve performance visibility, release readiness, and cross-repo collaboration. Key features delivered and notable outcomes: - PAPI Library Upgrade: Upgraded subproject PAPI library to papi-7-2-0b2-t across rocprofiler-systems to leverage latest stable performance monitoring features. - CI Workflow Simplification: Removed amdgpu-windows-interop checkout to streamline CI and reduce dependencies. - TheRock CI/Nightly and presubmit improvements: Added attempted nightly Windows gfx builds and moved gfx1151 builds/tests to presubmit to tighten CI gating. - GFX targets naming, support, and enablement: Improved GFX target naming and explicit support/enablement (added product name to gfx950, ROADMAP target list updates, enabled hipBLASLt for gfx1150, and clarified targets per release family). - Documentation and guides refresh: Expanded test debugging guidance, refreshed CONTRIBUTING.md, clarified rocm[libraries,devel] shell quoting, added VSCode tips, and removed outdated Windows package commentary. - Torch build-system maintenance: Updated to drop a non-applicable patch, added setuptools_scm allowlist, and enabled --use-ccache in build_prod_wheels.py to speed PyTorch artifact builds. Major bugs fixed and reliability improvements: - Windows/ROCm compatibility: Disabled MIOpen tests on Windows due to clang crashes and adjusted library placement for Windows ROCm builds. - Issue traceability: Fixed a broken/incorrect link in the README to improve issue traceability and navigation. - Misc CI stability: Ensured cache uploads are skipped if jobs are cancelled and introduced build_*_python_packages.yml workflows for consistent packaging across targets. Overall impact and accomplishments: - Increased release readiness and developer productivity through automation, better gating, and clearer target definitions. - Reduced CI noise and faster feedback on Windows builds, enabling more reliable cross-platform development. - Strengthened documentation and onboarding resources for contributors, leading to quicker issue resolution and fewer integration issues. Technologies and skills demonstrated: - CI/CD engineering and workflow optimization (GitHub Actions), Windows and Linux build pipelines, and cross-repo integration. - Packaging automation and Python wheel workflows; pre-commit and code style standardization. - Build tooling and environment management across ROCm subprojects, plus targeted fixes for Windows-specific builds.
September 2025 performance summary — across ROCm/rocm-systems, ROCm/TheRock, pytorch/audio, and ROCm/rocm-libraries. The month focused on delivering business value through feature upgrades, CI reliability, target clarity, and developer experience while stabilizing Windows workflows. Key outcomes include a mix of feature delivery, CI hardening, and targeted bug fixes that improve performance visibility, release readiness, and cross-repo collaboration. Key features delivered and notable outcomes: - PAPI Library Upgrade: Upgraded subproject PAPI library to papi-7-2-0b2-t across rocprofiler-systems to leverage latest stable performance monitoring features. - CI Workflow Simplification: Removed amdgpu-windows-interop checkout to streamline CI and reduce dependencies. - TheRock CI/Nightly and presubmit improvements: Added attempted nightly Windows gfx builds and moved gfx1151 builds/tests to presubmit to tighten CI gating. - GFX targets naming, support, and enablement: Improved GFX target naming and explicit support/enablement (added product name to gfx950, ROADMAP target list updates, enabled hipBLASLt for gfx1150, and clarified targets per release family). - Documentation and guides refresh: Expanded test debugging guidance, refreshed CONTRIBUTING.md, clarified rocm[libraries,devel] shell quoting, added VSCode tips, and removed outdated Windows package commentary. - Torch build-system maintenance: Updated to drop a non-applicable patch, added setuptools_scm allowlist, and enabled --use-ccache in build_prod_wheels.py to speed PyTorch artifact builds. Major bugs fixed and reliability improvements: - Windows/ROCm compatibility: Disabled MIOpen tests on Windows due to clang crashes and adjusted library placement for Windows ROCm builds. - Issue traceability: Fixed a broken/incorrect link in the README to improve issue traceability and navigation. - Misc CI stability: Ensured cache uploads are skipped if jobs are cancelled and introduced build_*_python_packages.yml workflows for consistent packaging across targets. Overall impact and accomplishments: - Increased release readiness and developer productivity through automation, better gating, and clearer target definitions. - Reduced CI noise and faster feedback on Windows builds, enabling more reliable cross-platform development. - Strengthened documentation and onboarding resources for contributors, leading to quicker issue resolution and fewer integration issues. Technologies and skills demonstrated: - CI/CD engineering and workflow optimization (GitHub Actions), Windows and Linux build pipelines, and cross-repo integration. - Packaging automation and Python wheel workflows; pre-commit and code style standardization. - Build tooling and environment management across ROCm subprojects, plus targeted fixes for Windows-specific builds.
August 2025 Monthly Summary for ROCm developer work. Focused on Windows-first stability, cross‑platform ROCm readiness, and release engineering improvements across TheRock, pytorch, and companion repositories, with ongoing hygiene and patch management to reduce maintenance cost and enable smoother Windows adoption.
August 2025 Monthly Summary for ROCm developer work. Focused on Windows-first stability, cross‑platform ROCm readiness, and release engineering improvements across TheRock, pytorch, and companion repositories, with ongoing hygiene and patch management to reduce maintenance cost and enable smoother Windows adoption.
July 2025 performance summary focusing on Windows ROCm integration, cross-repo infra improvements, and Windows-centric testing and documentation. Delivered Windows ROCm and PyTorch wheels publishing, stabilized CI workflows, and integrated interop/runtime path fixes. Implemented infra cleanup and tooling enhancements, expanded Windows test coverage, and refreshed developer docs to improve release readiness and cross-team collaboration across ROCm/TheRock, iree-org/iree-turbine, iree-org/wave, and StreamHPC/rocm-libraries.
July 2025 performance summary focusing on Windows ROCm integration, cross-repo infra improvements, and Windows-centric testing and documentation. Delivered Windows ROCm and PyTorch wheels publishing, stabilized CI workflows, and integrated interop/runtime path fixes. Implemented infra cleanup and tooling enhancements, expanded Windows test coverage, and refreshed developer docs to improve release readiness and cross-team collaboration across ROCm/TheRock, iree-org/iree-turbine, iree-org/wave, and StreamHPC/rocm-libraries.
June 2025 focused on stabilizing Windows build/packaging, expanding documentation for releases and installations, and tightening CI/release hygiene across ROCm and IREE ecosystems. Key outcomes include enabling shared libraries for rocFFT/hipFFT, introducing Windows packaging workflows and forked wheels pipelines, and preserving GitHub release descriptions to avoid overwriting content. Documentation improvements span releases, pip installs, index pages, tarball installation, and usage of installed packages. Cross-repo enhancements include CI cache key improvements and build-tools cleanup, plus tooling enhancements for artifacts and fetch operations. Version management activities (3.6.0 bumps) occurred across multiple repos to reflect release state and improve user guidance. Overall impact: faster, more reliable Windows builds; clearer, more actionable release and installation guidance; reduced maintenance overhead and improved CI performance. Technologies/skills demonstrated: Windows packaging and build automation (GitHub Actions), CI caching strategies, artifact handling utilities, Python integration on Windows, pre-commit tooling, and documentation craftsmanship.
June 2025 focused on stabilizing Windows build/packaging, expanding documentation for releases and installations, and tightening CI/release hygiene across ROCm and IREE ecosystems. Key outcomes include enabling shared libraries for rocFFT/hipFFT, introducing Windows packaging workflows and forked wheels pipelines, and preserving GitHub release descriptions to avoid overwriting content. Documentation improvements span releases, pip installs, index pages, tarball installation, and usage of installed packages. Cross-repo enhancements include CI cache key improvements and build-tools cleanup, plus tooling enhancements for artifacts and fetch operations. Version management activities (3.6.0 bumps) occurred across multiple repos to reflect release state and improve user guidance. Overall impact: faster, more reliable Windows builds; clearer, more actionable release and installation guidance; reduced maintenance overhead and improved CI performance. Technologies/skills demonstrated: Windows packaging and build automation (GitHub Actions), CI caching strategies, artifact handling utilities, Python integration on Windows, pre-commit tooling, and documentation craftsmanship.
May 2025 performance summary: Expanded Windows platform coverage and tightened CI for ROCm/TheRock and related repositories. Key Windows capabilities were enabled (hipBLAS, hipSPARSE, MIOpen), Windows-specific tests and smoketests were added to CI, and packaging/docs were updated to reflect current status. Several stability fixes and CI/CD optimizations reduced build times and improved reliability, accelerating delivery to users and downstream repos.
May 2025 performance summary: Expanded Windows platform coverage and tightened CI for ROCm/TheRock and related repositories. Key Windows capabilities were enabled (hipBLAS, hipSPARSE, MIOpen), Windows-specific tests and smoketests were added to CI, and packaging/docs were updated to reflect current status. Several stability fixes and CI/CD optimizations reduced build times and improved reliability, accelerating delivery to users and downstream repos.
April 2025 performance snapshot: Focused on expanding Windows support for ROCm, stabilizing the build toolchain, and improving developer experience across TheRock, iree, and rocm-libraries. Delivered end-to-end Windows enablement for CLR/ROCm interop; added HIPBLASLt integration; refined submodule and build workflows; and implemented robust install-prefix handling and test compatibility fixes. These efforts enhanced Windows CI reliability, broadened deployment scenarios, and accelerated cross-repo contributions.
April 2025 performance snapshot: Focused on expanding Windows support for ROCm, stabilizing the build toolchain, and improving developer experience across TheRock, iree, and rocm-libraries. Delivered end-to-end Windows enablement for CLR/ROCm interop; added HIPBLASLt integration; refined submodule and build workflows; and implemented robust install-prefix handling and test compatibility fixes. These efforts enhanced Windows CI reliability, broadened deployment scenarios, and accelerated cross-repo contributions.
March 2025 performance highlights: cross-platform build system modernization, CI/CD enhancements, and robustness improvements across ROCm/TheRock, ROCm/HIPIFY, iree, and related projects. The work focused on delivering business value through faster, more reliable releases, Windows/GPU CI stability, and improved developer tooling and docs.
March 2025 performance highlights: cross-platform build system modernization, CI/CD enhancements, and robustness improvements across ROCm/TheRock, ROCm/HIPIFY, iree, and related projects. The work focused on delivering business value through faster, more reliable releases, Windows/GPU CI stability, and improved developer tooling and docs.
February 2025 performance highlights across iree-org/iree, nod-ai/SHARK-Platform, ROCm/TheRock, iree-org/wave, and llvm/torch-mlir. The month focused on delivering user-facing improvements, stabilizing release processes, extending Windows and cross-backend support, and enhancing test observability and release readiness. The work delivered strengthens developer productivity, reduces time-to-value for end users, and improves platform reliability across CPU/GPU backends and Windows.
February 2025 performance highlights across iree-org/iree, nod-ai/SHARK-Platform, ROCm/TheRock, iree-org/wave, and llvm/torch-mlir. The month focused on delivering user-facing improvements, stabilizing release processes, extending Windows and cross-backend support, and enhancing test observability and release readiness. The work delivered strengthens developer productivity, reduces time-to-value for end users, and improves platform reliability across CPU/GPU backends and Windows.
January 2025 performance summary: Across the IREE ecosystem, delivered measurable business value through CI hardening, documentation modernization, and stable tooling, enabling faster releases and easier developer onboarding. This month’s work spanned seven repositories and focused on delivering concrete features, fixing critical bugs, and reinforcing release readiness through automation and robust pipelines.
January 2025 performance summary: Across the IREE ecosystem, delivered measurable business value through CI hardening, documentation modernization, and stable tooling, enabling faster releases and easier developer onboarding. This month’s work spanned seven repositories and focused on delivering concrete features, fixing critical bugs, and reinforcing release readiness through automation and robust pipelines.
December 2024 performance highlights: Delivered measurable business value across four repositories by strengthening CI/CD reliability, simplifying maintenance, and enabling faster developer feedback. In iree-org/iree, we cleaned CI/CD, improved C/C++ portability, enhanced pre-commit/testing tooling, fixed external URL references, and migrated alerting to reusable workflows with rollback capability. In iree-org/wave, CI/CD pipelines were stabilized, unit tests extended across Python versions, and documentation refreshed to improve onboarding and guidance. In nod-ai/SHARK-Platform, CI/CD infrastructure received upgrades and standardization (manylinux, venv usage, nightly dependencies) with packaging workflow consolidation and broader test stability improvements. In nod-ai/SHARK-TestSuite, deprecated and redundant test suites were removed to reduce maintenance burden. The net effect is reduced build/test flakiness, faster release readiness, clearer ownership, and improved onboarding for engineers across the platform.
December 2024 performance highlights: Delivered measurable business value across four repositories by strengthening CI/CD reliability, simplifying maintenance, and enabling faster developer feedback. In iree-org/iree, we cleaned CI/CD, improved C/C++ portability, enhanced pre-commit/testing tooling, fixed external URL references, and migrated alerting to reusable workflows with rollback capability. In iree-org/wave, CI/CD pipelines were stabilized, unit tests extended across Python versions, and documentation refreshed to improve onboarding and guidance. In nod-ai/SHARK-Platform, CI/CD infrastructure received upgrades and standardization (manylinux, venv usage, nightly dependencies) with packaging workflow consolidation and broader test stability improvements. In nod-ai/SHARK-TestSuite, deprecated and redundant test suites were removed to reduce maintenance burden. The net effect is reduced build/test flakiness, faster release readiness, clearer ownership, and improved onboarding for engineers across the platform.
November 2024 monthly summary for SHARK-Platform/shark-ai, iree, and wave repositories. Focused on packaging and release automation, IREE runtime compatibility, repository rename and version alignment, CI/CD reliability, and documentation improvements. Business value delivered includes streamlined releases, more reliable builds, compatibility with the latest IREE runtime, clearer package naming/versions, and enhanced developer experience across the stack.
November 2024 monthly summary for SHARK-Platform/shark-ai, iree, and wave repositories. Focused on packaging and release automation, IREE runtime compatibility, repository rename and version alignment, CI/CD reliability, and documentation improvements. Business value delivered includes streamlined releases, more reliable builds, compatibility with the latest IREE runtime, clearer package naming/versions, and enhanced developer experience across the stack.
October 2024 Monthly Summary for nod-ai/SHARK-Platform: Readme overhaul and visibility enhancements to improve onboarding and external engagement across SHARK-Platform sub-projects (sharktank, shortfin); focused on documentation quality and branding; one committed change improving overview docs.
October 2024 Monthly Summary for nod-ai/SHARK-Platform: Readme overhaul and visibility enhancements to improve onboarding and external engagement across SHARK-Platform sub-projects (sharktank, shortfin); focused on documentation quality and branding; one committed change improving overview docs.
Overview of all repositories you've contributed to across your timeline