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AI 与机器学习

Models that ship to production — not slide decks.

Generative AI, predictive analytics, and NLP systems engineered for reliability under real workloads. We handle data, training, deployment, observability, and the unglamorous parts that decide whether AI actually works in production.

能力

  • LLM application architecture
  • Retrieval-augmented generation (RAG)
  • Fine-tuning and evaluation
  • Predictive modeling and forecasting
  • Vision and OCR pipelines
  • MLOps and model monitoring

技术栈

OpenAI / Anthropic / MistralLangChain / LlamaIndexPyTorchHugging FacePinecone / QdrantRayModalWeights & Biases

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Models that ship to production — not slide decks.

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