Senior Software Engineer (AI)
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仕事内容
Design and implement generative AI models and applications for marketing and personalization use cases.
Build advanced RAG pipelines, MCP-based integrations, tool calling, and dynamic workflows using LangChain/LangGraph.
Develop and optimize ML pipelines for fine-tuning LLMs and other foundation models, including content generation (text, image, multimodal).
Apply computer vision techniques for creative generation, image analysis, and visual search; establish evaluation frameworks (hallucinations, bias, factuality).
Create observability and monitoring for AI systems, covering latency, cost, and model performance, while ensuring security and compliance.
Deliver scalable, production-ready solutions on AWS/Azure with Databricks; collaborate with stakeholders and stay current with AI advances.
Build advanced RAG pipelines, MCP-based integrations, tool calling, and dynamic workflows using LangChain/LangGraph.
Develop and optimize ML pipelines for fine-tuning LLMs and other foundation models, including content generation (text, image, multimodal).
Apply computer vision techniques for creative generation, image analysis, and visual search; establish evaluation frameworks (hallucinations, bias, factuality).
Create observability and monitoring for AI systems, covering latency, cost, and model performance, while ensuring security and compliance.
Deliver scalable, production-ready solutions on AWS/Azure with Databricks; collaborate with stakeholders and stay current with AI advances.
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