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<title>raymsm.com Knowledge Hub</title>
<link>https://raymsm.com/</link>
<description>Practical articles, research notes, and documented tools by Mousom Roy.</description>
<lastBuildDate>Mon, 01 Jun 2026 00:00:00 +0000</lastBuildDate>
<item>
<title>A Privacy-Conscious Local AI Workflow for Reviewing Research Literature</title>
<link>https://raymsm.com/articles/local-ai-literature-workflow/</link>
<guid>https://raymsm.com/articles/local-ai-literature-workflow/</guid>
<description>Use local AI as a reading assistant without treating generated summaries as evidence.</description>
<pubDate>Mon, 01 Jun 2026 00:00:00 +0000</pubDate>
</item>
<item>
<title>An Offline-First Android App Checklist for Small Utility Products</title>
<link>https://raymsm.com/articles/offline-first-android-app-checklist/</link>
<guid>https://raymsm.com/articles/offline-first-android-app-checklist/</guid>
<description>Design Android utilities around a clear privacy boundary, resilient states, and a support-ready release path.</description>
<pubDate>Mon, 01 Jun 2026 00:00:00 +0000</pubDate>
</item>
<item>
<title>A Release Checklist for Open-Source Research Tools</title>
<link>https://raymsm.com/articles/open-source-research-tool-release-checklist/</link>
<guid>https://raymsm.com/articles/open-source-research-tool-release-checklist/</guid>
<description>Turn a useful research script into an understandable, reviewable, and reusable open-source tool.</description>
<pubDate>Mon, 01 Jun 2026 00:00:00 +0000</pubDate>
</item>
<item>
<title>A Simple Traceability Checklist for Materials Research Data</title>
<link>https://raymsm.com/articles/research-data-traceability-checklist/</link>
<guid>https://raymsm.com/articles/research-data-traceability-checklist/</guid>
<description>Keep a defensible path from sample label and instrument export to processed figure and written conclusion.</description>
<pubDate>Mon, 01 Jun 2026 00:00:00 +0000</pubDate>
</item>
<item>
<title>A Weekly Review System for Researchers Who Juggle Experiments and Code</title>
<link>https://raymsm.com/articles/weekly-review-for-researchers/</link>
<guid>https://raymsm.com/articles/weekly-review-for-researchers/</guid>
<description>Use a short weekly review to keep experiments, analysis, and tool-building work visible without creating another complex system.</description>
<pubDate>Mon, 01 Jun 2026 00:00:00 +0000</pubDate>
</item>
<item>
<title>How to Build a Research Software Portfolio That Shows Evidence, Not Buzzwords</title>
<link>https://raymsm.com/articles/research-software-portfolio-guide/</link>
<guid>https://raymsm.com/articles/research-software-portfolio-guide/</guid>
<description>Present interdisciplinary research and software work through clear problems, methods, outputs, and lessons.</description>
<pubDate>Mon, 01 Jun 2026 00:00:00 +0000</pubDate>
</item>
<item>
<title>How to Review a Local-First Utility Without Mistaking Marketing for Evidence</title>
<link>https://raymsm.com/articles/how-to-review-local-first-utility/</link>
<guid>https://raymsm.com/articles/how-to-review-local-first-utility/</guid>
<description>A transparent review framework for privacy claims, core workflows, failure states, and support readiness.</description>
<pubDate>Mon, 01 Jun 2026 00:00:00 +0000</pubDate>
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