Nguyen Van Duy Khiem

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Snake AI Inference Service

AI service builder
Containerized FastAPI service exposing trained YOLO models for fast and reliable snake identification.
FastAPIYOLOcontainerizationinference API

Source Code

Overview#

Snake AI Inference Service is the serving layer for trained snake identification models. It packages computer vision capability behind an API designed for dependable inference and clean integration with product workflows.

Core Ideas#

  • Containerized deployment for portability
  • FastAPI interface for model serving
  • Reliable inference endpoint for downstream systems
  • Practical bridge between ML experiments and product integration

Why It Matters#

This project shows that I am comfortable at the seam between AI and backend engineering, where model capability has to become a real service.

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