FastAPI

Conversational AI app demonstrating accurate LLM inference with RAG over complex datasets. Tech stack: Serverless FastAPI backend on GCP (provisioned via Terraform), local ONNX embeddings, Firestore vector search, and LangChain orchestration.

A production-grade, asynchronous Python microservice boilerplate engineered to standardize enterprise backend development and eradicate legacy I/O bottlenecks. Enforced strict organizational engineering culture by integrating Docker and mandating a baseline of 95% test coverage.