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        "海鹰企业集团有限责任公司",
        "水声测量实习生",
        "外场实践：协同推进新安江外场水声测量，协助完成换能器、水听器等设备布放调试，开展水下目标与声速剖面测量工作。",
        "信号分析：使用",
        "对回波及噪声信号进行时域观测与",
        "频谱分析，计算目标强度并研究噪声频谱特征。",
        "数据处理：利用",
        "处理声速剖面数据，分析不同时段水体声速变化规律，为声学研究提供数据支撑。",
        "~",
        "山东民生互联科技有限公司",
        "设备运维实习生",
        "设备巡检：协助巡检充电桩及配套机电设备，检查机械结构与电控组件运行状态，记录工况并及时上报设备安全隐患。",
        "电控排查：协助检查设备线路、传感器与控制模块，排查基础电路故障，核对接线规范保障设备系统长期稳定运行。",
        "故障协修：跟随技术人员排查机电一体化设备故障，辅助拆解构件，记录故障成因与处理流程，配合完成检修调试工作。",
        "技能及其他",
        "语言能力：",
        "(英语六级）、",
        "（英语四级分），熟练听说读写。全国普通话二级乙等。",
        "专业能力：熟悉",
        "语言、",
        "语言编程及应用，熟练掌握",
        "等开发软件，擅长利用",
        "深度学习框架搭建生成式对抗网络和目标检测网络模型。熟练使用",
        "软",
        "件，包括",
        "等办公软件。",
        "其他证书：工业和信息化人才数学建模项目专业知识测评证书、全国计算机二级、机动车驾驶证。",
        "8荣誉证书",
        "第六届全国大学生数学竞赛网络挑战赛国家级三等奖",
        "第十四届全国大学生数学竞赛国家级三等奖",
        "第十三届山东省大学生数学竞赛省级三等奖",
        "8项目经历",
        "~",
        "水下声呐图像智能感知与目标识别系统研究",
        "核心成员",
        "项目介绍：聚焦水下目标探测识别，围绕侧扫声呐图像优化、样本扩充研究，探究深度学习在水声图像处理和声呐图像样本生成中",
        "的应用，为水下检测提供支撑。",
        "项目职责：负责从数据到模型的全流程推进，完成声呐图像的预处理、增强与标注规范制定，并搭建目标检测基线，形成可迭代的",
        "研发路线；系统调研",
        "系列生成模型、注意力机制及残差网络在水声图像任务中的适用性，横向对比",
        "、",
        "等方案的生成质量与训练稳定性，输出选型结论并确定改进方向。整理样本，清洗、筛选并统一真实声呐",
        "图像样本，按类别与场景划分训练验证集，明确样本标注与质量评价标准，为生成模型训练提供可靠数据基础。依托生成模型解决小",
        "样本训练短板，并通过",
        "检测模型进行验证。",
        "·项目成果：完成声呐数据集的构建与增强，搭建",
        "标准化样本扩充流程，在标准网络基础上，引入残差结构",
        "来",
        "缓解梯度消失问题，使用",
        "距离替代原始",
        "散度使损失曲线更平滑、显著缓解模式崩溃并加快收敛，让损失曲线更平",
        "滑；进一步引入梯度惩罚机制，约束判别器",
        "连续性，使判别器保留更强表达能力、训练过程更稳定。最终得到改进生",
        "成对抗网络",
        "，增强了仿真声呐图像真实性，更多地保留声呐图像特征，提高了生成图像的细节表达能力。通过检测模型",
        "得到指标提升了，验证了",
        "网络夯实训练数据基础的能力。",
        "~",
        "基于",
        "的智慧工厂数字变生监控系统",
        "核心成员",
        "·项目介绍：基于",
        "技术栈开发智慧工厂数字李生监控平台，面向传统工厂数据分散、状态不可视、异常响应滞",
        "后的痛点，构建与物理产线一比一映射的三维厂区场景，实现设备运行状态与环境数据的实时可视化监控。通过数据绑定与可观察",
        "集合实现模型与界面的解耦，配合",
        "通信完成下位机数据采集与指令下发，形成采集解析绑定渲染告警的完",
        "整数据链路，为智慧工厂的集中监控、运维巡检与后续预测性维护提供统一的数字李生底座。",
        "第页共 页"
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