What's Up, Pumpkin(_bot)? Data Engineering for My Mental Health
summary
A Telegram journaling system that captures text, images and voice notes, converts OGG to MP3 using Python and PyDub, uploads files to S3, and triggers an AWS Lambda to send audio to Whisper (priced at $0.006/min). Transcriptions and metadata are stored in a document database, then loaded into Snowflake via GitHub Actions and dbt for analysis and Observable dashboards; the whole app is containerized and deployed on Fly.io with S3 and Lambda to record entries, enrich them, and surface trendable insights.
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