FastAPI on Kourtney's Portfolio

Iron Counsel: Enterprise RAG Architecture & Conversational AI

kourtneylee1611@gmail.com (Kuo-Hsiu (Kourtney) Lee) — Wed, 01 Jan 2025 00:00:00 +0000

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.

Enterprise Standard: Asynchronous FastAPI Architecture

kourtneylee1611@gmail.com (Kuo-Hsiu (Kourtney) Lee) — Tue, 01 Mar 2022 00:00:00 +0000

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.