miaojieyang1-wq/AI-Operations-Doppelganger-Portfolio

An AI-driven portfolio and workflow demo oriented to game-operations scenarios. It consolidates a personal resume, project docs, AI workflows and operation-analysis tools into an interactive Streamlit site so viewers (game ops professionals, hiring managers, collaborators) can explore capabilities via dialogue, dashboards and analysis modules. Key features: - Simulated interview agent exposing experience, methods and game understanding. - Portfolio pages: SEO prompt engineering, AI ops agent, knowledge-governance console, black-box test plans, "tactical engine" prototype, offline event records. - Operation tooling: version/competitor analysis, interview/questionnaire assistant, activity planning, risk forecasting and post-event tracking. - Natural-language orchestration that composes call-chains with local fast-paths, fallbacks, DAG repair and context compression. - Local knowledge-base indexing of works/ for RAG; demo mode without API keys. - Tech: Python, Streamlit, LangGraph, LangChain, ChromaDB, DeepSeek, YAML, FastAPI. Includes Windows env checks, index build and diagnostics. Prototype — not production; verify decisions with official data.

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