apache/mahout
Nov 2024 – Apr 2025
4 Months active
Languages Used
JSONJupyter NotebookMarkdownPythonTOMLYAMLHTMLJavaScript
Technical Skills
API DesignBackend DevelopmentCI/CDCircuit SimulationCode RefactoringDependency Management
rawkintrevo
PROFILE
Rawkintrevo
Trevor Grant contributed to projects such as apache/mahout and ibm-granite-community/granite-snack-cookbook, focusing on backend development, machine learning, and workflow automation. He delivered features like parameter binding, measurement support, and automated experimentation in Mahout, using Python and CI/CD pipelines to improve reliability and maintainability. In the Granite Snack Cookbook, he implemented reproducible fine-tuning for language models and developed LoRA-based domain adaptation notebooks, leveraging Hugging Face Transformers and Jupyter Notebooks. Trevor also enhanced onboarding with comprehensive documentation and stabilized APIs, demonstrating depth in code refactoring, analytics integration, and technical writing to streamline adoption and ensure reproducible, auditable results.
Overall Statistics
Feature vs Bugs
73%Features
Repository Contributions
41Total
Bugs
6
Commits
41
Features
16
Lines of code
4,583
Activity Months5
Your Network
45 people
Work History
April 2025
4 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for apache/mahout (Qumat): Focused on onboarding improvements and API stability. Delivered Getting Started with Qumat documentation and fixed import/exposure issues, reducing setup friction and import errors. Result: faster user adoption, easier maintenance, and clearer API visibility for downstream users.
4 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for apache/mahout (Qumat): Focused on onboarding improvements and API stability. Delivered Getting Started with Qumat documentation and fixed import/exposure issues, reducing setup friction and import errors. Result: faster user adoption, easier maintenance, and clearer API visibility for downstream users.
April 2025
March 2025
6 Commits • 2 Features
Mar 1, 2025Month 2025-03: Focused on visual branding, PR governance tooling, and CI/CD reliability for apache/mahout. Delivered an ASF Feather logo branding update and established automated PR review and checks, plus workflow cleanup and dependency simplification. No major customer-facing bugs fixed this month; primary impact is increased code quality, faster PR cycles, and stronger governance alignment with ASF standards.
March 2025
6 Commits • 2 Features
Mar 1, 2025Month 2025-03: Focused on visual branding, PR governance tooling, and CI/CD reliability for apache/mahout. Delivered an ASF Feather logo branding update and established automated PR review and checks, plus workflow cleanup and dependency simplification. No major customer-facing bugs fixed this month; primary impact is increased code quality, faster PR cycles, and stronger governance alignment with ASF standards.
January 2025
5 Commits • 3 Features
Jan 1, 20252025-01 monthly summary for apache/mahout focusing on delivered features, fixed issues, impact, and skills demonstrated. Key accomplishments include a privacy-conscious Matomo Analytics integration, a comprehensive Quantum Computing Primer with improved MathJax rendering, and a Python 3.10 upgrade across CI and project configuration. A MathJax/LaTeX rendering bug was fixed to ensure accurate notation in the primer. Overall, these efforts deliver measurable business value: better, privacy-preserving analytics; enhanced educational content to support adoption and onboarding; and a more maintainable, future-proof CI stack.
5 Commits • 3 Features
Jan 1, 20252025-01 monthly summary for apache/mahout focusing on delivered features, fixed issues, impact, and skills demonstrated. Key accomplishments include a privacy-conscious Matomo Analytics integration, a comprehensive Quantum Computing Primer with improved MathJax rendering, and a Python 3.10 upgrade across CI and project configuration. A MathJax/LaTeX rendering bug was fixed to ensure accurate notation in the primer. Overall, these efforts deliver measurable business value: better, privacy-preserving analytics; enhanced educational content to support adoption and onboarding; and a more maintainable, future-proof CI stack.
January 2025
November 2024
25 Commits • 9 Features
Nov 1, 2024November 2024: Delivered major features and stability improvements across three repositories. Key features include Bind Parameters, Add Measurement, and Parameter Sweep in apache/mahout; LoRA-based domain adaptation notebooks for granite-snack-cookbook; improved HF Hub deployment for granite-code-cookbook. Major bugs fixed: Closes #468 and #469, general batch fix, coordinate reference update, and multiple typo corrections. Impact: accelerated experimentation, more reliable deployments, and improved code quality. Technologies demonstrated: Python, ML model fine-tuning, LoRA, Hugging Face Hub, notebook workflows, testing.
November 2024
25 Commits • 9 Features
Nov 1, 2024November 2024: Delivered major features and stability improvements across three repositories. Key features include Bind Parameters, Add Measurement, and Parameter Sweep in apache/mahout; LoRA-based domain adaptation notebooks for granite-snack-cookbook; improved HF Hub deployment for granite-code-cookbook. Major bugs fixed: Closes #468 and #469, general batch fix, coordinate reference update, and multiple typo corrections. Impact: accelerated experimentation, more reliable deployments, and improved code quality. Technologies demonstrated: Python, ML model fine-tuning, LoRA, Hugging Face Hub, notebook workflows, testing.
October 2024
1 Commits • 1 Features
Oct 1, 2024Concise monthly summary for 2024-10 focused on reproducibility and measurable impact in the Granite Snack Cookbook project.
1 Commits • 1 Features
Oct 1, 2024Concise monthly summary for 2024-10 focused on reproducibility and measurable impact in the Granite Snack Cookbook project.
October 2024
Activity
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Quality Metrics
Correctness88.8%
Maintainability90.2%
Architecture84.0%
Performance81.4%
AI Usage22.4%
Skills & Technologies
Programming Languages
HTMLJSONJavaScriptJupyter NotebookMarkdownPythonRubyTOMLYAML
Technical Skills
AI IntegrationAPI DesignAnalytics IntegrationAutomationBackend DevelopmentCI/CDCircuit SimulationCode RefactoringCode Review AutomationDeep LearningDependency ManagementDocumentationExample ImplementationExample UpdateFine-Tuning
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline
ibm-granite-community/granite-snack-cookbook
Oct 2024 – Nov 2024
2 Months active
Languages Used
PythonJupyter NotebookMarkdown
Technical Skills
Fine-TuningMachine LearningReproducibilityDeep LearningFine-tuningHugging Face
ibm-granite-community/granite-code-cookbook
Nov 2024 – Nov 2024
1 Month active
Languages Used
Python
Technical Skills
Hugging Face TransformersLoRAMachine LearningModel Fine-tuningNatural Language ProcessingPython