Real-Time Architecture: Architected a collaborative project management platform utilizing Next.js App Router and Supabase Realtime, establishing persistent WebSocket subscriptions to synchronize Kanban state across clients with sub-50ms latency. Vector Search Engine: Engineered an automated ticket deduplication engine using PostgreSQL (pgvector) and custom RPCs, offloading 384-dimensional embedding generation to Hugging Face’s Inference API to bypass Vercel serverless bundle limits. AI Triage & RAG: Developed an intelligent triage pipeline and enterprise RAG chatbot using Groq, dynamically analyzing incoming bug reports for deterministic auto-tagging and real-time operational synthesis. Security & API Design: Secured application data by enforcing strict PostgreSQL Row-Level Security (RLS) policies and utilizing Next.js Server Actions to execute isolated server-side mutations without exposing vulnerable REST endpoint