Buggler AI
An AI meeting assistant that turns speech and transcripts into summaries, minutes, action items, and ratings.
9:41
5G
Buggler AIFlutter Cross-Platform
Clean Architecture60 FPS
Cloud SyncActive
Explore Workflow
Project Overview
Buggler AI reduces the manual work after a meeting by structuring spoken information into useful follow-up outputs.
My Engineering Role
Application engineering for transcription, AI analysis, offline behavior, and subscription workflows.
The Challenge
Speech capture, transcription, analysis, offline behavior, and paid access each have long-running or failure-prone states.
The Solution
The product treats capture, processing, generated outputs, and entitlement as separate workflows with clear state transitions.
High-Level Architecture
- Speech input is converted into a transcript before AI analysis.
- Generated meeting outputs are modeled separately from raw capture.
- Stripe-backed subscription state controls paid product access.
Key Features & Workflows
- Speech transcription
- Meeting summaries
- Minutes and action items
- Meeting ratings
- Offline functionality
- Subscriptions
Technical Challenges Overcome
- Handling long-running transcription and AI work
- Preserving work through connectivity changes
- Keeping payment entitlement synchronized
Production Results & Impact
- A recorded portfolio demonstration is publicly linked.
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