Che Nan Kuo
Back-end Developer / AI Engineer / Software Engineer
熱愛AI與Web Back-End相關技術。喜歡Python的直覺易讀、JavaScript的簡潔、GoLang的高速效率、熟悉各大AI、Web開發Framework。對新技術總是充滿好奇心、具備自學力與行動力、能夠獨自解決問題。深知科技來自於人性，以人為本的角度探究問題的本質，期望能以程式與演算法解決所有人類的需求。
专业背景
- 目前状态目前没有兴趣寻找新的机会
- 专业后端开发人员
- 产业软件
- 工作年资2 到 4 年
- 管理经历
- 技能
- 最高学历硕士
求职偏好
- 预期工作模式全职・对远端工作有兴趣
- 希望获得的职位Backend Engineer
- 期望的工作地点
- 接案服务
工作经验
Software Engineer
• Technical lead for AI Face Detection System, written in Python and Tensorflow on Linux platform,
with accuracy ~98.28%, improved by 70%, deployed at cafe, restaurants, convenience stores, and
department stores in China and Taiwan, with ~13000 daily detections uploaded to the cloud.
• Developed Web tools on device with Python, increased efficiency of deployment.
• Conducted 2 speeches and 1 training workshop of AI and Deep learning (participant 30 persons).
• Built up Tensorflow running environment for team on Microsoft Azure.
• Developed algorithm for Smart Automated Guided Vehicle, written in C++ and Python, with ~20
AGV running at China factories.
• Developed a computer vision algorithm for auto-retrieving of the shelf and applied for a patent.
学历
Non-Degree Program (e.g. Coursera certificate)
・
Developing Applications with Google Cloud Platform
Non-Degree Program (e.g. Coursera certificate)
・
Deep Learning Nanodegree简介
https://confirm.udacity.com/CPYJEENL
• Accomplished 5 projects in Python and qualified the reviews.
• Cloud computing hands-on experience with AWS EC2.
• Trained CNN image classifier (VGG, ResNet, Inception.)
• Language translation and generation script with LSTM and Word2Vec.
Non-Degree Program (e.g. Coursera certificate)
・
Data Structure & Advanced C++
Master’s Degree
・
Bio-Industrial Mechatronics Engineering简介
專攻爬階機器人研發與控制
發表論文
Claw-Wheel: A Transformable Robot for Search and Investigation in Amphibious Environment. IROS. IEEE, 2017.
The Claw-Wheel transformable hybrid robot with reliable stair climbing and high maneuverability. CASE. IEEE, 2016.
Bachelor’s Degree
・
Mechanical Engineering简介
主修控制組。專長控制理論、機器人學、機器人控制、微控制器軟體。
作為隊長，曾獲得系際足式機器人爬行比賽第二名。
作為隊長，於仿生機器人實驗室下完成新式軟球機器人之研發製造。