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Aftertaste Analyzer

2 weeksWeb App
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About this project

Meetings are the pulse of team collaboration, yet what truly happens during these sessions is often lost the moment the call ends. Traditional meeting tools rely on intrusive bots or high-bandwidth recordings that can make participants feel uncomfortable, while the subtle dynamics—like sentiment shifts, rising tensions, or unbalanced participation—remain completely unmeasured and unaddressed. To solve this, we built Aftertaste Analyzer, a privacy-first AI Chrome extension designed to provide deep meeting intelligence without the friction of traditional recording. The platform was engineered to listen to the 'pulse' of a meeting through its natural flow. The tool passively captures live Google Meet captions in real-time, requiring no bots or intrusive recordings. Post-meeting, its AI engine analyzes the transcript to reveal sentiment shifts, detect unspoken tensions, and map participation dynamics. It provides role and influence mapping to show who is driving the conversation and extracts concrete decisions and action items. This high-fidelity analysis allows teams to understand not just what was said, but the underlying dynamics that influence their collective performance. The result is a new level of team self-awareness and accountability. By providing objective data on meeting health and communication rifts, Aftertaste Analyzer helps teams improve their interpersonal dynamics, ensure balanced participation, and guarantee that every meeting leads to clear, actionable outcomes.

Tech Stack
Chrome Extension (Manifest V3)JavaScript/TypeScriptReactTailwind CSSPythonFastAPILLMs (GPT)Sentiment & Discourse Analysis ModelsPostgreSQL / SQLite
Project Info
ClientInternship
Timeline2 weeks
CategoryAI & Automation
TypeWeb App
Key Capabilities
  • Passive Caption Capture (No Bot, No Recording)
  • Post-Meeting Sentiment Analysis
  • Communication Rift & Tension Detection
  • Role & Influence Mapping
  • Decision & Action Item Extraction
  • Participation & Speaking Pattern Analytics
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