Industrial AI Practice | Cloud-Native Architecture | YOLOv8 + LLM + FastAPI
jiangbingo.github.io · jiangbingo@hotmail.com
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Combines YOLOv8 vision models with general LLM for online defect detection and judgment Business Value | Technical Depth
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Enterprise knowledge base + Text-to-SQL + Agent RAG implementation Business Value | Technical Depth
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UMAP dimensionality reduction + HDBSCAN clustering, high-dimensional data visualization
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Stand-alone Python package with GPU-accelerated inference
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| AI/ML | Python Backend | Cloud-Native |
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| RAG · LLM · PyTorch | FastAPI · Django · Async | Azure · Serverless · Docker |
| Agent · Text-to-SQL | RESTful · Celery · RabbitMQ | CI/CD · ML Endpoint |
| YOLOv8 · ONNX | Pydantic · PostgreSQL | DevOps · Monitoring |
- Diffusion Models & Real-time AI pipelines
- LLM fine-tuning & multimodal systems
- Defect Detection Platform
- RAG Q&A System
- AI Inference Engine
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jiangbingo@hotmail.com · jiangbingo.github.io
Made with ❤️ by Bingo Jiang