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Overnight hackathon project where restaurants post surplus meals, neighbors claim them, and an image model verifies pickups by comparing before and after photos in private Supabase buckets.

Spring Boot microservice that ingests transaction events from Kafka and serves real-time balances on a lightweight REST endpoint. One deployable handles streaming updates and read requests on a fixed port for operational simplicity.

YouTube-style video platform on GCP: users upload via signed URLs, Pub/Sub triggers a Cloud Run FFmpeg service (360p transcode + thumbnails), metadata in Firestore, videos served with short-lived signed URLs through a Next.js web client.

AI-assisted toolkit for streetwear founders — plan launches, generate content, and manage day-to-day ops from one workspace. (Private beta, high-level only.)