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        "典型场景，设计“人形/声音触发一视频抽帧分析一生成事件标题一搭配首帧展示”的完整流程，明确20字以内的标题规范，帮助用户快速了解事件内容。使",
        "用10套测试Prompt对19个模型版本进行对比评测，综合准确率、响应时长与调用成本完成选型；迭代6版Prompt并组织验收，推动公司首个AI项目上线，",
        "离线评估准确率达95%，调用成本控制在预算内。",
        "·自然语言视频检索：针对用户难以通过关键词找到目标视频的问题，负责设计自然语言检索方案，让用户通过描述时间、人物、物体、地点等信息查找视",
        "频。梳理“输入描述一理解意图一匹配视频一展示结果”的产品流程，定义口语表达归一、错别字纠正及检索条件提取规则；通过FunctionCalling将用户",
        "描述转换为搜索接口可执行的标准参数。结合OCR文字识别结果与树状内容标签，完善视频标题及标签索引，并将意图理解与搜索执行拆分，支持分别定",
        "位问题、迭代优化。最终检索召回率提升20%，内容识别准确率达90%（人工验收）。",
        "2022.7 - 2023.8",
        "成都了了科技前端开发产品经理",
        "2022.07 - 2023.03前端开发",
        "2023.03－2023.08产品经理",
        "由前端开发转向产品，负责智慧蓉城政府需求对接、需求拆解、业务流程、PRD/原型、评审及验收；结合开发背景明确系统边界与异常流程，协同研发完成",
        "产品交付。",
        "·12345政务热线智能派单：针对街道专员需从市级平台手动复制诉求、依赖人工判断承办部门，导致录入繁琐、内部流转效率低的问题，以成都高新区芳",
        "草街道为试点，负责政府需求对接、业务拆解与智能派单方案设计。围绕噪声扰民、油烟污染、企业欠薪等典型诉求，梳理分类标准与职能部门职责，设",
        "计“语音转写一文本清洗一诉求分类一关键信息提取一部门匹配一自动派单”流程，明确辖区、楼宇及事件描述等信息的提取规则，并对接政务事件中台完成",
        "流转。针对方言、模糊发音及难以识别的长尾诉求，协同优化转写与识别策略，维护关键词词表，补充文本和语义匹配规则，结合上线数据持续迭代。试点",
        "上线5个月累计派单3627件，准确率由65%提升至78.8%，回退率由28%降至约10%—20%；项目由芳草街道推广至成都高新区，并获媒体报道。",
        "项目与研究",
        "· DesignForageAlGC设计共创工作台",
        "科研项目",
        "2024.10-至今",
        "针对新手设计师难以准确表达设计意图、比较生成方案及复现历史结果的问题，负责工作流与交互设计，探索更直观、可追溯的AI辅助设计方式。以提示词",
        "插值与CFG参数构建二维探索空间，支持连续比较不同生成条件下的方案；通过图结构记录生成参数与方案关系，实现历史轨迹回溯、结果复现与分支迭",
        "代。基于React、Python与ComfyUI交付可交互的研究原型，并用于开展设计探索与交互体验实验。",
        "ios开发",
        "2025.07-至今",
        "·儿童智能交互应用开发",
        "围绕儿童自然探索与情绪表达需求，负责两款应用的iOS原生开发与核心功能集成，将视觉识别、语音交互与AR技术转化为可操作的儿童交互体验。",
        "植域PlantAI2025.07—2025.11:面向6—12岁儿童及家庭，将植物识别与探索任务、虚拟培育结合，实现“户外探索一植物识别—手势打卡—虚拟培",
        "育”流程。基于SwiftUI开发应用，接入通义千问视觉模型完成植物识别，结合MapKit实现探索地图。交付可运行的iOSAPP。该项目已获得获2025移动",
        "应用创新赛西南赛区一等奖、全国三等奖。",
        "灵想Sproutly2026.07—至今：面向ASD儿童的情绪表达与互动探索需求，开发情绪音乐互动、AR语音任务及植物收集功能，并配套成长记录与家长管",
        "理。基于SwiftUI构建原生界面，使用ARKit／RealityKit实现AR场景与植物交互，结合Speech、AVFoundation支持语音任务及音频交互，形成可演示的",
        "iOS应用。项目已获2026西南赛区一等奖，目前已进入全国决赛。",
        "项目均已开源：https://github.com/wutiannan/PlantAl（植域）、https://github.com/wutiannan/SproutlyApp（灵想)",
        "工具软件",
        "产品设计：需求分析、PRD撰写、业务流程、交互原型与验收标准；Figma、MasterGo。",
        "AI与技术：Agent流程、Prompt、模型选型与评测；SQL、Python、React、Swift。"
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