Tag: FastAPI
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FastAPI Model Serving: 5 Steps to 50ms Inference
Cut FastAPI model inference from 800ms to 47ms with 5 changes: lifespan handlers, warmup, ThreadPoolExecutor, Pydantic validation, and response models.
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MLflow + FastAPI: $2K/Month Model Serving Side Project
MLflow tracking + FastAPI serving generates $2K/month from gradient boosting churn models. Real architecture, deployment costs included.
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Gold Price Prediction: Jupyter Notebook to REST API
Build production gold price API with model versioning, drift detection, and monitoring. From Jupyter notebook to deployment in 7 steps.
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Real-Time Stock Dashboard with FastAPI and WebSockets
Build a FastAPI WebSocket dashboard handling 500+ live connections on $5/month. No polling, real-time updates, production-ready code included.
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FastAPI์ Pydantic v2: ํ์ ์์ ์ฑ๊ณผ ์ฑ๋ฅ์ ๊ทน๋ํํ๋ ๊ฒ์ฆ ํจํด 5๊ฐ์ง
5 Pydantic v2 patterns that make FastAPI 50x faster: custom validators, discriminated unions, and strict mode. Benchmarks included.