Engineering & Architecture Playground
A workspace, not a slideshow. Click through the pipeline switcher below and inspect each node to see the operational steps behind it.
Hybrid dense + sparse retrieval feeding a grounded generation step, as used in Faculty Finder's outreach engine.
Node Inspector
Click any node in the graph to inspect its operational steps.
Production Runtime Blueprint
A representative deployment footprint used across the flagship systems.
Edge / Ingress
Cloudflare DNSNGINX Reverse ProxyTLS Termination
Application
FastAPI (Uvicorn Workers)Docker Swarm ReplicasCelery Task Workers
Data & Cache
Redis CacheRedis Pub/Sub BrokerPostgreSQL Primary
Storage & Inference
S3-Compatible Object StoreTensorRT / Triton Inference ServerModel Artifact Registry