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Michael Sandoval

PROFILE

Michael Sandoval

Over a 13-month period, contributed to olcf/olcf-user-docs by delivering 22 documentation-driven features that improved onboarding, policy clarity, and technical guidance for HPC and quantum computing users. Focused on Python, Bash, and reStructuredText, the work included modernizing build recipes, updating PyTorch and ROCm integration guides, and refining quantum system onboarding and allocation workflows. Emphasized reproducibility and maintainability by aligning documentation with evolving hardware, software, and policy requirements. Enhanced data governance through policy updates and clarified data retention practices. The approach prioritized actionable, up-to-date instructions, reducing support overhead and enabling researchers and developers to adopt new tools and platforms efficiently.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

29Total
Bugs
0
Commits
29
Features
22
Lines of code
15,361
Activity Months13

Work History

February 2026

2 Commits • 2 Features

Feb 1, 2026

February 2026: Delivered two impactful enhancements in olcf/olcf-user-docs that improve developer experience and governance. Updated the PyTorch Geometric installation guide to reflect the latest version and simplify setup, and introduced a data retention policy for QCUP projects that clarifies data access durations and deletion timelines. These changes streamline ML workflow setup, strengthen data governance, and improve onboarding and compliance.

January 2026

1 Commits • 1 Features

Jan 1, 2026

January 2026 monthly summary for olcf/olcf-user-docs. Focused on modernizing QCUP scripting and updating library dependencies to align with the latest quantum computing tools. Delivered a clearer, more maintainable script suite and a reproducible baseline to support ongoing QCUP workflows and onboarding.

November 2025

1 Commits • 1 Features

Nov 1, 2025

November 2025: Delivered Quantinuum Next-Gen Hardware Guide Update in olcf/olcf-user-docs to align documentation with the latest hardware specifications and user workflows for the next-generation quantum systems. This included new features, improved instruction steps, and updated documentation links, enabling faster onboarding and reduced support queries as users transition to the new stack. The change is captured in a single commit (bda20aa8f5b82407df7b5541b4c8018d2aac2fd9).

October 2025

1 Commits • 1 Features

Oct 1, 2025

October 2025 monthly summary focusing on Frontier build recipe enhancements for PennyLane with MPI and Kokkos Simulator. Delivered a Frontier build recipe update for PennyLane on olcf/olcf-user-docs to enable distributed simulations using the Lightning Kokkos Simulator with MPI support on AMD GPUs. The update includes detailed module loading, environment configuration, and a streamlined compilation workflow for Kokkos and PennyLane-Lightning with MPI. This work improves reproducibility, performance, and scalability of quantum workloads on Frontier.

September 2025

1 Commits • 1 Features

Sep 1, 2025

September 2025 (2025-09) monthly summary for olcf/olcf-user-docs: Focused on enhancing ROCm-enabled PyTorch workflows and improving setup reliability. Delivered key documentation and automation improvements that reduce onboarding friction, accelerate experimentation, and increase deployment reliability for ROCm-based PyTorch usage. All changes are tracked against the olcf/olcf-user-docs repository with concrete, testable outcomes. Key features delivered: - PyTorch ROCm Installation Guide Improvements: Updated guidance to recommend newer PyTorch versions with better ROCm integration, aligning user recommendations with current hardware/software capabilities. - MPI4Py Build Safety Net: Added a safety mechanism to unload ROCm during mpi4py builds to prevent conflicts and reduce build failures. - Flash Attention Setup Script: Introduced a new example script for installing and testing Flash Attention, enabling reproducible experimentation. Commit reference: - aa07b6d61ee22675044b55064f99a40c8e860927 (Python: updated torch and mpi4py guides)

August 2025

1 Commits • 1 Features

Aug 1, 2025

August 2025 monthly summary for olcf-user-docs: Delivered a focused policy documentation update to reflect the latest IBM Quantum Allocation defaults and usage guidance, improving policy clarity and reducing support friction. The update standardizes the allocation limits, usage rules, and regional scope for devices, aligning documentation with current policy and process for adjustments. The change enhances user guidance for quantum resource requests and ensures region-specific device coverage.

July 2025

3 Commits • 2 Features

Jul 1, 2025

July 2025: Delivered two documentation-focused enhancements for olcf-user-docs. Updated IQM Documentation and System Offerings to reflect Garnet qubit counts and Emerald system details, and refreshed Visualization Tools documentation with new ParaView host profiles (Andes and Frontier) and corrected download paths. Commits included 8633f192cfbcb9d0a7b470367814696ac0dfe21c, cc22b8fe8c3f629b4102a2dffed4e9cd5ba1494e, and 83a33cf68ceab64292ba5634c7605cf947007dde. This work improves user guidance, reduces confusion, and aligns docs with current offerings.

May 2025

1 Commits • 1 Features

May 1, 2025

May 2025 monthly summary focusing on business value and technical achievements. Delivered targeted documentation updates to support the new large allocations workflow for quantum systems, enabling faster and clearer submission paths for high-demand requests. The work aligns the user journey with the myOLCF portal and Quantum Allocation Request form, providing a streamlined process and reducing ambiguity across pages. No major bugs were identified in this work phase; the emphasis was on accuracy, consistency, and user enablement. This lays the groundwork for improved onboarding, fewer support tickets, and smoother future updates, with a clear reference to the QCUP form in documentation.

April 2025

4 Commits • 3 Features

Apr 1, 2025

April 2025 monthly summary for olcf/olcf-user-docs focused on delivering accurate, policy-aligned documentation enhancements and onboarding clarity across Nexus access, Frontier system usage, and IBM Quantum sign-up flows. No major bugs were reported or fixed this month; work centered on policy updates, system overview accuracy, and user guidance to reduce onboarding friction and improve governance. Business value is reflected in clearer quotas and access rules, improved capacity visibility, and reduced onboarding errors, supported by well-tracked commits.

March 2025

3 Commits • 3 Features

Mar 1, 2025

March 2025 monthly summary for olcf/olcf-user-docs: Focused on policy clarity, data access governance, and documentation modernization. Implemented a Data Retention Policy Clarification and Data-Only Access Mode; refreshed Quantum Resource Documentation for 2025; overhauled the UMS table with legacy module warnings. These changes improve data governance post-project, ensure users have current access guidance, and reduce support burden through clearer documentation and data access patterns.

February 2025

3 Commits • 2 Features

Feb 1, 2025

February 2025 monthly summary for olcf/olcf-user-docs. Delivered two major documentation updates to keep HPC users aligned with current software and hardware configurations: (1) Quantinuum quotas and Frontier containers documentation updates, including default quotas, clarified allocation policies, and fixes; (2) Frontier system PyTorch and Python environment documentation updates, with February software changes, ROCm versions, and updated conda environments. Also fixed minor issues (typos in software news and a broken link) as part of the updates. The work supports smoother onboarding, reduces user friction, and ensures users can access and configure resources accurately with the latest software stacks.

January 2025

5 Commits • 1 Features

Jan 1, 2025

Month: 2025-01 — Documentation work for olcf-user-docs focused on backend platforms and analytics guides, delivering targeted updates and cleanup to reflect platform transitions and improve organization and user guidance. Consolidated improvements include IQM mock system clarifications, Nexus platform references, removal of Summit references, and reorganization/deletion of analytics-related guides to ensure consistency across the knowledge base for developers and data scientists.

December 2024

3 Commits • 3 Features

Dec 1, 2024

December 2024 monthly summary for olcf/olcf-user-docs: Delivered three major documentation updates that enhance quantum workloads and HPC usability. Key features delivered cover rolling-window allocation, unified Python/HPC guidance including JAX, and IQM Qiskit plugin integration. No major bugs fixed this month. The updates improve onboarding, reduce time-to-first-run for researchers, and strengthen cross-repo consistency with clear, actionable instructions.

Activity

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Quality Metrics

Correctness97.2%
Maintainability95.8%
Architecture94.4%
Performance93.8%
AI Usage21.4%

Skills & Technologies

Programming Languages

BashC++PythonRSTXMLreStructuredTextrst

Technical Skills

Build SystemsConfiguration ManagementDeep LearningDocumentationDocumentation ManagementGPU ComputingHPCMPIPyTorchPythonPython Package ManagementQuantum ComputingROCmSoftware Environment ManagementSystem Administration

Repositories Contributed To

1 repo

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

olcf/olcf-user-docs

Dec 2024 Feb 2026
13 Months active

Languages Used

BashPythonRSTreStructuredTextrstXMLC++

Technical Skills

DocumentationHPCQuantum ComputingSystem AdministrationTechnical WritingDocumentation Management