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About

Professional Experience

Maio Digital - FounderMay. 2021 - now.

麥點數位科技
1. I.T.架構規劃
2. I.T.技術顧問
3. I.T.技術開發
4. A.I.技術顧問
5. Web3.0 技術顧問
6. 專案管理
7. 商業諮詢
8. I.T/ A.I.講師

Walnutek-CofounderOct. 2022 - now.

核果智能科技
1. I.T.架構規劃
2. I.T.技術顧問
3. I.T.技術開發
4. A.I.技術顧問
5. Web3.0 技術顧問
6. 專案管理
7. I.T/ A.I.講師

Institute for Information Industry-Technical consultantOct. 2022 - now.

財團法人資訊工業策進會
1. Web3.0架構規劃
2. Web3.0技術諮詢
3. Web3.0技術開發

WooPA Fit-Digital Marketing Manager July. 2020 - now.

彼立恩
1. 官網規劃、開發及建置
2. 商城規劃、開發及建置
3. 教練委派系統規劃、開發及建置
4. 數位行銷策略規劃
5. 營運策略規劃

Ousi-Project ManagerJuly. 2018 - now.

歐斯資訊
1. 專案管理及專案時程訂定、規劃
2. 開發人員管理
3. 系統規劃計畫書製作及設計
4. 需求訪談，釐清系統目標。
5. DevOps建置及流程規劃
6. 專案內容詳見 Project 頁面

B of D in Investment Corp.Oct. 2017 - now.

Helped startup&SMB to find IT solutions.
IT industry research & report.
Worked with clients on strategy, planning and problem-solving.
Communicating with stockholders.
Financial reports analysis.

Software Architect & I.T. Team LeaderMay. 2019 - May. 2021

交易平台建置及維護
服務平台規劃、開發及建置
交易平台Utility開發及維護
交易策略開發
官網規劃、開發及建置
USDT 購買及支付平台規劃、開發及建置
專案管理及專案時程訂定、規劃
開發及維運人員管理
DevOps建置及流程規劃
I.T.架構規劃

Technical CofounderJan. 2018 - April. 2019

Proposal & Designed Artificial Intelligence / Blockchain project to business partner.
I.T. Consulting for business partner.
Designed & developed analysis model in statistics (Time Series Analysis)/Deep Learning (CNN/RNN) to finish the project in Ministry of Science and Technology. (Improve 17% accuracy rate) Tools : Python - Tensorflow, Keras, pyflux
Master thesis supervision in Peking University. (4 students) Python, R
Designed & developed machine learning model and process improvement (Toyota way) to help business partner cost down 50%. A.W.S, Python
Helped business partner to move I.T. Infrastructures from local and Azure to A.W.S. A.W.S
Helped Startup companies to integrated CI/CD process with A.W.S. Tools : EC2, ECS, ECR, CodeCommit, CodeBuild, CodeDeploy, CodePipline, Lambda, API Gateway

Software EngineerDec. 2014 - Aug. 2016

Qmulus, a cloud based on eDiscovery platform, which helps the law profession process and review documents from custodian. A document will be transmitted under the process of collecting, extracting and indexing. If the documents are promoted by a user, the documents can be reviewed by the users, the users can tag it as relevant or irrelevant. A tagged document can be trained by QAR (Qmulus assisted review) system. QAR is a text mining system, which can automatically distinguish the documents between highly correlated and modestly correlated. Last of all, the documents, produced by Qmulus, can also be used as documentary exhibits.

Designed and developed the QAR system.
Developed parts of web service on AWS.
Designed and developed the processing framework.
Designed and developed promote function by statistics way.

Nimbus is a cloud computing system, which helps the enterprise monitor the employees. The system can filter out illegal messages and illegal behaviors from employees. And system will automatically alert the supervisor.

Designed and developed the client application, which collects and uploads the employee’s documents to server.
Designed the database schema.

Education

National Taipei University of TechnologySep. 2016 - Jan. 2018

Master of Information and Finance Management

Led a team of undergraduates to complete an I.O.T graduation final project.
Founded and mentored a deep learning and a machine learning study group.
Graduate early with GPA 4.0, the first in major courses
Spearheaded an automatic garage door project

Institute for Information IndustryMay. 2014 - Oct. 2014

Class of Enterprise smart system design (Big data course)

Big Data Course: Data mining techniques, Machine Learning, Business intelligence and Data Warehouse.

Final Project: World Stock Index & Futures prediction by sentimental analysis

National Taipei University of TechnologySep. 2005 - Jan. 2010

Bachelor of Electronic Engineering

Relevant Coursework: Understand the basic structure of programming languages. Assembly Language Lab. Object-oriented Programming. Data Structures. Compilers. Database Systems. Programming Languages

Instructor Experience

・Line Chat Bot / 緯育Tibame

・A.I.深度學習 / 工研院

・輿情分析 / 工研院

・區塊鏈及智能合約 / 工研院

・Line Chat Bot / 工研院

・爬蟲及資料擷取 / 工研院

・後端及伺服器架設 / 工研院

・智能合約與DApp開發應用(資策會企業內訓) / 軟體技術研究院

・AZURE認知服務 / 商研院

・MongoDB / 商研院

・Python / 商研院

・區塊鏈及智能合約 / 商研院

・區塊鏈狂潮來襲 / 新北市政府經發局工策會

・區塊鏈與物聯網狂潮來襲 / 新北市政府經發局工策會

・車聯網新未來的多元應用 / 新北市企業產經大學

・區塊鏈技術整合的發展方向 / 新北市企業產經大學

・深度學習與物件偵測 / 臺北科技大學資訊與財金管理所

・MongoDB / 臺北科技大學資訊與財金管理系

・A.I.未來世界創作坊(物件偵測) / INTEL

Courses

A.I.

・Machine Learning 100 days Marathon Challenge / cupoy.comMay. 2019

・Neural Networks and Deep Learning / deeplearning.aiSep. 2017

・Improving Deep Neural Networks : Hyperparameter tuning, Regularization and Optimization / deeplearning.ai Sep. 2017

・Structuring Machine Learning Projects / deeplearning.ai Sep. 2017

・Machine Learning for Big Visual Data / IEEE International Elite School Mar. 2017

・Tackling the Challenges of Big Data (Traditional Chinese) / MITProfessionalX Jun. 2016

Programming

・Python / Information System Training Program of Department of Computer Science and Information Engineering, National Taiwan University Jul. 2014

・Matlab / Information System Training Program of Department of Computer Science and Information Engineering, National Taiwan University Oct. 2014

Information Security

・CompTIA Security+國際資訊安全專家認證班 / National Taipei University of Technology Apr. 2020

・Certified Information Systems Security Professional / UCOM Aug. 2019

I.T.

・Architecting on AWS / UCOM Nov. 2019

・ITIL Foundation 資訊服務管理師 / Institute For Information Industry Jan. 2016

・AWSome Day / Amazon web services Aug. 2017

Finance

・產業分析師資格認證班 / Industrial Technology Research Institute Aug. 2017

Others

・巧克力官能鑑定人員培訓班 / 台灣大學 Nov. 2019

Certificate