A self-built AI assistant that indexes my technical docs/runbooks/logs for semantic troubleshooting and faster incident resolution.
A YouTube-to-VectorDB pipeline for exploring political ideas: summarize videos, extract claims, embed into a vector DB, and chat to compare viewpoints + map my own reasoning over time.
A scheduled automation that logs into a sports booking site, secures the best available slot, and sends email notifications — so you don’t have to refresh the page every day.
Upload an MP4/MOV to S3 and EventBridge triggers AWS Batch to generate Whisper subtitles (and optional translation) — designed for long videos beyond Lambda limits.
A voucher-sharing community service in Ireland: WhatsApp bot + web portal + AWS serverless backend with Stripe subscriptions.
A citizen reporting mobile app (Taiwan) that handled 440,000+ parking violation reports within ~11 months.
