2 items across 1 sections
Production, serverless GCP infrastructure for the A Square Solutions ecosystem: Vertex AI embeddings for Tier-A posts/service pages/ScamCheck/TrustSeal, a vector-ready BigQuery store with VECTOR_SEARCH, a TrustScore/ScamCheck API on Cloud Run, semantic internal-link intelligence, Cloud Scheduler automation, and a realistic spend model in INR. Serverless-first, scales to zero, no idle VMs.
Scalable pipeline that ingests public scam reports and turns them into deduplicated, classified, severity-scored intelligence: rule+AI classification across 12 scam types, PII redaction, spam/abuse pre-filtering, Gemini moderation, embedding-based semantic deduplication and clustering, vector search, trending dashboard, regional heatmap, admin moderation queue, and a public alert feed. Includes Firestore collections, indexing strategy, prompt structure, and moderation flow.