Avery Lv

【产品战略与规划】 制定基于AI大模型的自动驾驶产品战略，构建产品族谱，并推动产品落地，确保业务目标达成。 进行市场调研与行业趋势分析，围绕重点客户（如Geely）制定市场布局与产品方向，拓展潜在市场机会。 负责产品矩阵规划，推动多产品线发展，提升产品的竞争力和市场适配度。 【产品定义及工程设计】 负责ROBOTAXI端到端L4自动驾驶场景的定义，制定场景标准（Good Event），确保高效的数据驱动价值。 设计并优化数据驱动的研发闭环流程，基于MSDL标准场景语言建立产品、数据、研发一体化体系，提升研发效率。 规划和优化自动驾驶模块化架构（PPL），涵盖感知、数据预处理、后融合、追踪、预测等模块，提升问题追踪和定位能力，缩短问题解决周期。 【产品项目及协作】 统筹跨部门协作，包括研发、测试、运营等团队，确保自动驾驶产品从功能设计到系统落地的高效推进。 负责产品方案落地实施，制定评审标准，推动ROBOTAXI项目功能场景设计及评审。 协调外部合作伙伴，推动技术、数据和市场的联动，确保产品符合市场需求并具备竞争力。 支持售前客户项目等产品，技术需求对接，及解决方案梳理.

【产品管理】 1-负责 GM 亚太L车型 LSS 产品，项目交付管理，对外承担产品需求对接，项目计划及风险管理，对内承担 LSS 产品需求分解，验证策略及研发模块需求协调开发. 2-负责奔驰 AES LSS ESS 等7项 ADAS 功能的中国、欧洲、美国市场产品、项目交付管理，整体软件质量交付以 aspice level 2为认证要求，对外承担需求产品价值分析，实现技术可行性分析，项目周期及认证风险等，对内协调技术开发，功能模块完成对应需求的架构设计，开发进度及风险管控，同时定义完整的量产验收评价体系及标准 3- 软件需求的抽取，软件模块的设计，Jama 需求树分解，用例设计

[Collaborative Management] Set up a laser radar market product team for intelligent driving and intelligent transportation industry market customer demand analysis and complete the key capability matrix of the product team, the setting of functions and responsibilities, the flow of internal and external functions and the setting of key deliverables. [Product Management] Complete the design of customer pre-sales demand application solution, form the corresponding radar hardware, radar point cloud-driven sensing service suite, and customer-oriented terminal system solution product matrix, and maintain the corresponding road map, support BD, pre-sales business development, marketing department's external promotion activities, etc.

[Team management] Based on the distributed domain architecture, a complete ADAS L2 （0-N）product, R&D, and testing multinational team is established, and the management team is 15 people; currently based on the central computing architecture, a new ADS （0-1）domain team is under setting up, with a target scale of 25+ [R&D process] Build the ART for product development, define the agile roles and responsibilities of the team, design the corresponding swim lane diagram, define the team, the EPIC between the teams, the agile development tool chain, and the definition of the corresponding deliverable [Product Strategy] Starting from the commercial market, customer needs and user experience, based on the future central computing architecture, complete the definition of ADS product strategy and roadmap, management, cloud, and end integrated product strategy. [System design] 1- Based on distributed domain architecture and AutoSar basic framework, complete the design of ADAS L2 (TJA/EMA) domain system architecture, scenario-based functional software model, and component design, application algorithm interface definition, sensor system design. 2- Based on the central computing architecture and AP AutoSar basic framework, complete the ADS SoS architecture design, security strategy design, scenario-based architecture model language definition, SOA application service definition, management, cloud, end data simulation system design, heterogeneous SOC Architecture requirements design. [Requirement analysis] Responsible for EDR/DSSAD data specification requirement analysis, collection strategy requirement, performance requirement, error data processing requirement, data security requirement, storage requirement, scene extraction requirement, management, cloud, end data link requirement, AI data set and Simulation verification requirements.

[Product Strategy] Based on the ADAS L2 domain architecture, design high-precision map product application solutions, such as the instantiation and end of map basic elements, cloud collaborative system integration solutions and interface definitions such as incremental map update strategy, data transceiver interface protocol EHP; [System design] Based on the 820A embedded SOC platform, complete the system scheme design of vehicle-side DL longitudinal packet data collection, such as positioning scheme, sensor scheme, DL computing platform system scheme, and end-cloud data collaboration system scheme;

[Project Management] Support the installation of ADAS system prototypes, on-site confirmation of system problems and determination of solutions. Supplier sample and online system testing management and control, APQP audit, PPAP audit. [System design] 1- Based on the AutoSar application framework, complete the mixed model LC design of ACC/AEB/sLKA functions, including Service/Client, Event, R/T port, atomic component, online application; 2- Fleet vehicle data acquisition program design, such as system requirements-positioning, time synchronization, data structure design, event trigger mechanism. 3- ADAS production line automatic calibration system specification requirements, such as parameter definitions, system architecture. [Product Design] Definition of AEB/ACC/LKA product functional scenarios, the definition of functional module design and implementation requirements, and the disassembly of algorithm requirements based on ODD. [Requirement analysis] FRM & FLC subsystem S_FMEA analysis [Test verification] Completed Mule car data acquisition system bench script development, such as Bypass Script, E2E Calculating, SDDB conversing

[Product design] Complete the vision-based LDW/FCW product function definition, such as use case diagram, LC definition, LAC logic diagram; [Hardware development] Complete the circuit system design and development of the monocular vision camera, such as Layout and ISP debugging configuration, such as image exposure configuration, Worse case analysis, reliability analysis, DFMEA, EMC/EMI debugging; [Test Verification] Complete the vision-based LDW/FCW in-loop simulation verification program design, such as the HIL-in-the-loop simulation program injected into the original image data, and the site-based site verification program; [Software development] Complete the development of Matlab model of lane line and vehicle recognition based on Open CV & TI DSP platform, such as spline curve fitting, Bayesian classifier;

1.The major focus on designing for the modern digital products,such as industrial robot. 2.The courses I have learned just like :Mechanical Design and Theory / Automatic Control Theory /Theoretical Mechanics/Finite Element Method/Principle &Application of Microcomputer/Digital Signal Processing Technique（Elective） 3.These projects I have taken part in are mainly refers to how to design and optimize the circuit and communication，such as subsystem basic circuit for converting analog signals to digital signals.