SM
Sheby M
Loading portfolio experience
Business Operations, Education · AI Agent, Automation, Web App
Living Research AI
A portable research system that transforms interviews, surveys, and notes into evolving insights, reports, presentation decks, prioritized opportunities, and source-grounded project conversations.
Stack and focus areas
Full Stackn8n/MakeAIAutomationn8nOpenAIGoogle DriveGoogle SheetsReactNode.jsRAGQualitative ResearchInterview AnalysisSurvey AnalysisInsight PrioritizationRoadmap PlanningPresentation GenerationPDF GenerationSource CitationsVercelResearchProfessional Services
Project description
Product teams accumulated interviews, surveys, notes, and recordings across different projects. Insights were often created once for a presentation and then became difficult to update, compare, prioritize, or connect with development work.
I developed an n8n workflow connected to Google Drive and Sheets. Users upload recordings, transcripts, survey files, or notes and add the file link to a project record. OpenAI generates summaries, themes, evidence-linked insights, opportunity scores, and presentation content. Reports and decks are returned to Google Drive. A React and Node.js interface lets users choose a project, explore insights, connect findings to epics, and chat with all related documents using file and page references.
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