Jielin Wu吴杰霖

Intelligent Manufacturing · Mechanical Design · Robotics · Reinforcement Learning 智能制造 · 机械设计 · 机器人 · 强化学习
airjason50@gmail.com | 136-2695-1757 | Shenzhen, China深圳 | github.com/AIRJASON50

Research科研经历

Dexterous Manipulation Research灵巧操作研究 2024.09 — Present2024.09 — 至今
Graduate Researcher · Advisor: Prof. Max Q.-H. Meng硕士研究生 · 导师:孟庆虎 教授
Shenzhen Key Lab of Perception & Intelligence, Southern University of Science and Technology · Joint with Wuji Tech深圳市感知与智能重点实验室(南方科技大学) · 联合舞肌科技
  • Investigating data-driven approaches to dexterous in-hand manipulation, combining imitation learning from human demonstrations with reinforcement learning fine-tuning
  • 研究数据驱动的灵巧手内操作方法,结合人手示教的模仿学习与强化学习微调
Wearable Motion-Assist Device Design人体运动辅助可穿戴设备设计 2021.08 — 2022.01
Undergraduate Research Assistant · Mechanical Design本科科研助理 · 结构设计方向
Shenzhen Key Lab of Bionic Robotics & Intelligent Systems, Southern University of Science and Technology深圳市仿生机器人与智能系统重点实验室,南方科技大学
  • Designed the "SuperTail" wearable motion-assist device and experimental test platform
  • Published: IEEE IRC 2021
  • 设计"超级尾"人体运动辅助可穿戴设备及实验平台
  • 发表 IEEE 会议论文一篇 — IEEE IRC 2021
Rail Light-Band Image Acquisition System钢轨光带图像采集系统研究 2022.01 — 2022.08
Undergraduate Research Assistant · Mechanism Design本科科研助理 · 机构设计与实验
Intelligent Sensing Exploration & Engineering Lab, Southern University of Science and Technology智能传感探索与工程实验室,南方科技大学
  • Designed the image-capture mechanism for the "Rail Light-Band Acquisition System"; conducted experimental validation
  • 负责「钢轨光带图像采集系统」采集机构设计与实验验证

Work Experience实习经历

Wuji Tech舞肌科技 2025.10 — Present2025.10 — 至今
Algorithm Intern算法实习生 Shenzhen深圳
  • Developed RL-based training pipelines for dexterous in-hand manipulation; end-to-end sim-to-real experience from environment construction and policy training to real-world deployment
  • Currently investigating data-driven foundation model approaches for learning generalizable manipulation policies toward human-level dexterous skills
  • Designed and built a force-feedback haptic glove end-to-end (mechanism, PCB, STM32 firmware, MuJoCo-based control with real-time IK and collision force feedback), enabling scalable demonstration acquisition for imitation learning
  • 搭建面向灵巧手内操作的强化学习训练流水线;具备从仿真环境构建、策略训练到实物部署的完整 Sim-to-Real 经验
  • 当前方向:研究数据驱动的基础模型方法,学习可泛化的灵巧操作策略,目标实现类人级手部技能
  • 全栈设计并实现力反馈触觉手套系统(机构、电路、STM32 固件、基于 MuJoCo 的实时逆运动学与碰撞力反馈控制),支持模仿学习的规模化示教数据采集
Strutt Inc.深圳市若创科技有限公司 2023.09 — 2024.02
Mechanical Engineer Intern机械结构工程师(实习) Shenzhen深圳
  • Joined during the product-definition phase of the ev¹ smart mobility vehicle; worked in a high-ambiguity, fast-iteration startup environment
  • Independently scoped and delivered pre-research on chassis braking and suspension — from problem definition and concept generation to mechanism design and FEA validation
  • Collaborated cross-functionally with a distributed team (robotics, automotive, industrial design) across Singapore and Shenzhen
  • 在产品定义阶段加入,参与 ev¹ 智能出行载具从零到一的研发;适应高不确定性与快速迭代的创业节奏
  • 独立完成底盘制动与悬架系统预研——从问题定义、概念生成到机构设计与有限元验证
  • 与新加坡-深圳跨地域团队(机器人、汽车工程、工业设计)紧密协作

Entrepreneurship创业经历

Halfmind Technology哈夫迈德科技(东莞) 2024 — Present2024 — 至今
Co-Founder联合创始人 Dongguan东莞
  • Co-founded a consumer electronics company; defined and shipped Halfmind Reminder — a MagSafe-mountable E-ink task display that surfaces to-dos and focus timers into your physical space, with on-device voice input and multi-device sync
  • Led end-to-end mechanical engineering and manufacturing: industrial design, structural engineering, injection-mold tooling (T0–T2), BOM cost optimization, and full DFM/NPI process (EVT → PVT → MP)
  • Managed the complete production supply chain — supplier qualification, fixture development, and production line commissioning — delivering a globally shipped product with one-year warranty
  • Drove go-to-market strategy targeting the ADHD and neurodiverse community; launched on e-commerce site with companion app (iOS & Android) integrating Apple Reminders and Todoist
  • 联合创立消费电子公司;定义并交付 Halfmind Reminder — 可磁吸部署的 E-ink 任务显示设备,将待办与专注计时带入物理空间,支持语音录入与多设备同步
  • 主导整机机械工程与量产全链路:工业设计、结构设计、注塑模具开模与试模(T0–T2)、BOM 降本,推动 DFM/NPI 全流程(EVT → PVT → MP)
  • 管理完整生产供应链——供应商准入、治具开发与产线调试——实现全球发货与一年质保
  • 负责产品上市策略,面向 ADHD 及神经多样性用户群体;上线独立站,配套 App(iOS & Android)集成 Apple Reminders、Todoist

Competition竞赛经历

RoboMaster — ARTINX, Southern University of Science and TechnologyRoboMaster 机甲大师赛 — 南方科技大学 ARTINX 战队 2020.09 — 2023.08
Member → Vice Captain → Team Captain · Mechanical Lead · Project Manager队员 → 副队长 → 队长 · 机械组负责人 · 项目管理负责人
  • Led a 50-person multidisciplinary team through reconstruction to achieve the university's best-ever result — National 1st Prize, national ranking rising from 70+ to 13th
  • Progressed from mechanical member to team captain over three years; managed cross-functional development (mechanical, electrical, software), corporate sponsorship, and full competition logistics
  • Full-stack robotics engineering competency — mechanical design (SolidWorks, sheet metal, CNC), electromechanical integration (motor drive, embedded control), and computer vision algorithm deployment
  • 带领 50 人跨学科战队完成重建,创校史最佳战绩——全国一等奖,全国排名从 70+ 跃升至第 13 名
  • 三年间从机械组队员成长为队长;统筹机械-电控-视觉跨组协作,获取企业赞助,管理全赛季研发与赛事后勤
  • 具备全栈机器人工程能力——机械设计(SolidWorks、钣金、CNC 加工)、机电系统集成(电机驱动、嵌入式控制)及视觉算法部署