tenstorrent/tt-mlir
Mar 2025 – Sep 2025
6 Months active
Languages Used
MarkdownTypeScriptPythonCMake
Technical Skills
DocumentationTechnical WritingBackend DevelopmentPython DevelopmentBuild System ManagementBuild Systems
Marco Campos
PROFILE
Marco Campos
Over six months, Matheus Campos enhanced the tenstorrent/tt-mlir repository by building and refining TT-Explorer’s backend and documentation. He introduced dynamic graph ID assignment and execution tracking, improving traceability and observability for model runs. Campos decoupled hardware dependencies by making the ttrt module optional and added CLI flags for flexible, hardware-agnostic operation. He managed build system updates using CMake and Python, uplifted dependencies, and improved repository hygiene by excluding generated profiling data. His technical writing reorganized and clarified documentation, accelerating onboarding and reducing support needs. Campos’s work demonstrated depth in Python development, system design, and build system management.
Overall Statistics
Feature vs Bugs
67%Features
Repository Contributions
11Total
Bugs
3
Commits
11
Features
6
Lines of code
2,095
Activity Months6
Your Network
390 people
Work History
September 2025
1 Commits • 1 Features
Sep 1, 2025Monthly summary for 2025-09 focused on delivering a more flexible tt-explorer runtime by decoupling the ttrt module and adding an execution-disable CLI flag. This enables secure, hardware-agnostic operation and simplifies testing and deployment.
1 Commits • 1 Features
Sep 1, 2025Monthly summary for 2025-09 focused on delivering a more flexible tt-explorer runtime by decoupling the ttrt module and adding an execution-disable CLI flag. This enables secure, hardware-agnostic operation and simplifies testing and deployment.
September 2025
August 2025
3 Commits • 1 Features
Aug 1, 2025Monthly summary for 2025-08 focusing on the tenstorrent/tt-mlir repo. Delivered TT-explorer hosting and usability enhancements and a stability bug fix to hide unsupported optimization policies. These changes improve deployment readiness, cross-origin integration, and reduce false signals in tests.
August 2025
3 Commits • 1 Features
Aug 1, 2025Monthly summary for 2025-08 focusing on the tenstorrent/tt-mlir repo. Delivered TT-explorer hosting and usability enhancements and a stability bug fix to hide unsupported optimization policies. These changes improve deployment readiness, cross-origin integration, and reduce false signals in tests.
July 2025
2 Commits • 1 Features
Jul 1, 2025July 2025 TT-MLIR TT-explorer enhancements focused on improving observability, reproducibility, and user-facing documentation. Delivered an execution-tracking surface and migrated per-run metadata, enabling precise run-level analysis and more meaningful graph IDs. Fixed a broken docs link to ensure users access the correct TT-explorer documentation, reducing support frictions.
2 Commits • 1 Features
Jul 1, 2025July 2025 TT-MLIR TT-explorer enhancements focused on improving observability, reproducibility, and user-facing documentation. Delivered an execution-tracking surface and migrated per-run metadata, enabling precise run-level analysis and more meaningful graph IDs. Fixed a broken docs link to ensure users access the correct TT-explorer documentation, reducing support frictions.
July 2025
June 2025
3 Commits • 1 Features
Jun 1, 2025June 2025 TT-MLIR monthly summary: Delivered stability and documentation improvements for TT-Explorer with a focused set of changes in tenstorrent/tt-mlir. Key work included dependency uplift for the model-explorer tool to current toolchain (CMakeLists.txt update), plus hygiene improvements by excluding generated Tracy profiling data from version control. Documentation enhancements for TT-Explorer reorganized content, added feature sections, linked README to the official docs site, and added build instructions for both Markdown and API docs. Additionally, doxygen doc practices were updated with renaming doxygen.md to docs.md to reflect modern docs practices. These changes reduce build noise, accelerate onboarding, and improve maintainability and adoption of TT-Explorer features.
June 2025
3 Commits • 1 Features
Jun 1, 2025June 2025 TT-MLIR monthly summary: Delivered stability and documentation improvements for TT-Explorer with a focused set of changes in tenstorrent/tt-mlir. Key work included dependency uplift for the model-explorer tool to current toolchain (CMakeLists.txt update), plus hygiene improvements by excluding generated Tracy profiling data from version control. Documentation enhancements for TT-Explorer reorganized content, added feature sections, linked README to the official docs site, and added build instructions for both Markdown and API docs. Additionally, doxygen doc practices were updated with renaming doxygen.md to docs.md to reflect modern docs practices. These changes reduce build noise, accelerate onboarding, and improve maintainability and adoption of TT-Explorer features.
May 2025
1 Commits • 1 Features
May 1, 2025May 2025: Delivered a feature in the tenstorrent/tt-mlir TT-Explorer to dynamically assign graph IDs based on input file names, replacing the previous hardcoded 'tt-graph' approach. This enhances graph clarity, organization, and traceability, simplifying debugging and data governance in model exploration pipelines. The change is tied to commit 699ee79024e236b50b194a8671ff22bc8c600361 with message '[tt-explorer] Update graph id to be based on the file name (#3061)'. No major bugs were logged for this month based on available data. Business value: reduced confusion, improved traceability, and easier maintenance of graph collections in the explorer.
1 Commits • 1 Features
May 1, 2025May 2025: Delivered a feature in the tenstorrent/tt-mlir TT-Explorer to dynamically assign graph IDs based on input file names, replacing the previous hardcoded 'tt-graph' approach. This enhances graph clarity, organization, and traceability, simplifying debugging and data governance in model exploration pipelines. The change is tied to commit 699ee79024e236b50b194a8671ff22bc8c600361 with message '[tt-explorer] Update graph id to be based on the file name (#3061)'. No major bugs were logged for this month based on available data. Business value: reduced confusion, improved traceability, and easier maintenance of graph collections in the explorer.
May 2025
March 2025
1 Commits • 1 Features
Mar 1, 2025March 2025 — Tenstorrent tt-mlir: Focused on documentation improvements for tt-explorer override capabilities. Delivered comprehensive docs detailing fields, examples, and interface clarifications to improve user understanding and utilization of customization features. No major bugs fixed this month; effort concentrated on documentation quality and maintainability. Impact includes faster onboarding for users configuring overrides, clearer expectations, and alignment with product capabilities, reducing support overhead. Demonstrated skills in technical writing, documentation tooling, and collaborative version control.
March 2025
1 Commits • 1 Features
Mar 1, 2025March 2025 — Tenstorrent tt-mlir: Focused on documentation improvements for tt-explorer override capabilities. Delivered comprehensive docs detailing fields, examples, and interface clarifications to improve user understanding and utilization of customization features. No major bugs fixed this month; effort concentrated on documentation quality and maintainability. Impact includes faster onboarding for users configuring overrides, clearer expectations, and alignment with product capabilities, reducing support overhead. Demonstrated skills in technical writing, documentation tooling, and collaborative version control.
Activity
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Quality Metrics
Correctness92.8%
Maintainability92.8%
Architecture90.8%
Performance85.4%
AI Usage20.0%
Skills & Technologies
Programming Languages
CMakeMarkdownPythonTypeScript
Technical Skills
API ConfigurationBackend DevelopmentBuild System ConfigurationBuild System ManagementBuild SystemsCLI DevelopmentCode RefactoringDependency ManagementDocumentationPythonPython DevelopmentSystem DesignTechnical Writing
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