AWS YouTube Transcript Analyser — Lambda, DynamoDB, and Transcribe
Automated system using AWS Lambda, DynamoDB, S3, SQS, and Amazon Transcribe to fetch YouTube transcripts and analyse channel sentiment.
Discord Bot: Camera's On — Enforcing Video Policy with a Bot
Building a Discord bot to enforce cameras-on policy in voice channels. Developed with Claude 3 Opus, covers bot setup, event handling, and deployment.
Tuning a Discord Tier System From Data, Not Vibes
How to tune Discord bot tier thresholds with real DynamoDB activity data — rolling vs lifetime counters, percentile analysis, and an AWS Lambda re-kick bug fix.
Microservices Project — Containerised Service Architecture
Microservices project notes covering containerised service architecture, Docker Compose setup, and inter-service communication patterns.
Personal AI — Private Offline Assistant Project Notes
Research notes for building a personal AI assistant trained on private documents, using PrivateGPT and local LLMs for offline, private conversations.