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4-6 years
6-10 years
10-15 years
More than 15 years
Taipei City, Taiwan
Engineering Manager @Viscovery 創意引晴股份有限公司2018 ~ Present
・
Within one month
Weir, ..., Broad-DREAM Community , Gustavo Stolovitzky, William C Hahn, Adam A Margolin "A community-based challenge for building predictive models of gene essentialities over a large-scale functional screen of cancer cell lines", Cell Systems 3. Erh-Kan King , Chung-Yen Hung, Winston Hsu, "Visual-Textual Convolutional Neural Network: Rening Image Representation With Click-Through Data", to appear in going to submmit in arXiv. Research Experience Research Assistant, Seppresent Communication and Multimedia Lab (CMLab), NTU Proposed a Convolutional Neural Network (CNN) accurately performing fine-grained classification for surveillance car. The model recovered lost details
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
Electrical EngineeringThe Most Lightweight and Effective Recruiting Plan
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Definition of Reputation Credits
Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Professional Background
Current status
Employed
Job Search Progress
Not open to opportunities
Professions
Back-end Engineer
Fields of Employment
Internet of Things (IoT)
Work experience
2-4 years
Management
None
Skills
Languages
English
・
Intermediate
Job search preferences
Positions
Senior Backend Engineer
Job types
Full-time
Locations
台灣台北, 台灣台中
Remote
Interested in working remotely
Freelance
No
Educations
School
國立勤益科技大學
Major
資訊工程
技術
- C# / Python
- Modbus / RabbitMQ
- MySQL / MSSQL
- Keras / OpenCV / Tensorflow
- CNN / RNN / LSTM
- Arduino / Raspberry Pi
實務經驗
- EDC (Engineering Data Collection)
- WMS / Back-end Development
- 智慧工廠 AI 物件檢測
- 參數數據分析 / 預測
工作經歷
日威科技股份有限公司 • 後端工程師
Nov. 2019 - Mar. 2023
- 產品經驗
- EDC (Engineering Data Collection)
- 從廠內生產線設備取得生產相關資料，進而監控廠內生產狀態。
- Agent 透過 IO 模組擷取設備生產資料 (Modbus)，再轉拋到 RabbitMQ。
- 中央從 RabbitMQ 取出資料，處理後再轉存 DB。
- WMS 倉庫管理系統
- ERP 與 WMS 串接 API。
- WMS 功能實作。
- 智慧工廠 AI 物件檢測
- 針對工廠需求導入 AI 視覺辨識 (e.g. 瑕疵檢測、數值辨識 etc.)。
- 按照需求提供不同架構模式 (e.g. 導入邊緣運算或集中式運算)。
- Semi-automatic Labeling Tool (for object detection)。
- EDC (Engineering Data Collection)
- 工作內容
- 設備 IO 擷取器硬體串接 / 資料轉拋上位
- WMS 開發
- AI Model Training / Development
中原大學 • 助理講師
Nov. 2022 - Jan. 2023
- 工作內容
- C# WinForm 教學。
- Modbus TCP 教學與實作。
- OPC UA 簡介。
學歷
國立勤益科技大學 • 碩士學位 • 資訊工程系
Sept 2016 - June 2018
- 碩士論文
- 應用長短期記憶架構之卷積遞歸神經網路於股價預測
- 簡述：
- 利用 AI 模型預測未來股票價格走勢
- 模型參考：Convolutional Recurrent Neural Network
- 共同著作
- Lin, Bo-Sheng, Wei-Tao Chu, and Chuin-Mu Wang. "Application of Stock Analysis Using Deep Learning." 2018 7th International Congress on Advanced Applied Informatics (IIAI-AAI). IEEE, 2018.
- Gao, Shao En, Bo Sheng Lin, and Chuin-Mu Wang. "Share Price Trend Prediction Using CRNN with LSTM Structure." 2018 International Symposium on Computer, Consumer and Control (IS3C). IEEE, 2018.
- Lin, Bo-Sheng, Chuin-Mu Wang, and Cheng-Ning Yu. "The establishment of human-computer interaction based on Word2Vec." 2017 IEEE International Conference on Mechatronics and Automation (ICMA). IEEE, 2017.
- 其他經歷
- 產學合作
- 深度學習先進駕駛輔助系統之前方影像辨識系統
- 講座助教：
- 史瓦濟蘭技職教育與職業訓練提升計畫 - C# 教學
- 課後輔導助教
- 105年度國立勤益科技大學諮商輔導中心
- 產學合作
國立勤益科技大學 • 學士學位 • 資訊工程系
Sept 2011 - June 2016
- 專題名稱
- Arduino 遙控自走車
- 簡述：
- 使用 Android 手機遙控 Arduino 自走車，並可擷取視訊傳輸到電腦端。
- 技術：
- Android / Arduino / C#
技術
- C# / Python
- Modbus / RabbitMQ
- MySQL / MSSQL
- Keras / OpenCV / Tensorflow
- CNN / RNN / LSTM
- Arduino / Raspberry Pi
實務經驗
- EDC (Engineering Data Collection)
- WMS / Back-end Development
- 智慧工廠 AI 物件檢測
- 參數數據分析 / 預測
工作經歷
日威科技股份有限公司 • 後端工程師
Nov. 2019 - Mar. 2023
- 產品經驗
- EDC (Engineering Data Collection)
- 從廠內生產線設備取得生產相關資料，進而監控廠內生產狀態。
- Agent 透過 IO 模組擷取設備生產資料 (Modbus)，再轉拋到 RabbitMQ。
- 中央從 RabbitMQ 取出資料，處理後再轉存 DB。
- WMS 倉庫管理系統
- ERP 與 WMS 串接 API。
- WMS 功能實作。
- 智慧工廠 AI 物件檢測
- 針對工廠需求導入 AI 視覺辨識 (e.g. 瑕疵檢測、數值辨識 etc.)。
- 按照需求提供不同架構模式 (e.g. 導入邊緣運算或集中式運算)。
- Semi-automatic Labeling Tool (for object detection)。
- EDC (Engineering Data Collection)
- 工作內容
- 設備 IO 擷取器硬體串接 / 資料轉拋上位
- WMS 開發
- AI Model Training / Development
中原大學 • 助理講師
Nov. 2022 - Jan. 2023
- 工作內容
- C# WinForm 教學。
- Modbus TCP 教學與實作。
- OPC UA 簡介。
學歷
國立勤益科技大學 • 碩士學位 • 資訊工程系
Sept 2016 - June 2018
- 碩士論文
- 應用長短期記憶架構之卷積遞歸神經網路於股價預測
- 簡述：
- 利用 AI 模型預測未來股票價格走勢
- 模型參考：Convolutional Recurrent Neural Network
- 共同著作
- Lin, Bo-Sheng, Wei-Tao Chu, and Chuin-Mu Wang. "Application of Stock Analysis Using Deep Learning." 2018 7th International Congress on Advanced Applied Informatics (IIAI-AAI). IEEE, 2018.
- Gao, Shao En, Bo Sheng Lin, and Chuin-Mu Wang. "Share Price Trend Prediction Using CRNN with LSTM Structure." 2018 International Symposium on Computer, Consumer and Control (IS3C). IEEE, 2018.
- Lin, Bo-Sheng, Chuin-Mu Wang, and Cheng-Ning Yu. "The establishment of human-computer interaction based on Word2Vec." 2017 IEEE International Conference on Mechatronics and Automation (ICMA). IEEE, 2017.
- 其他經歷
- 產學合作
- 深度學習先進駕駛輔助系統之前方影像辨識系統
- 講座助教：
- 史瓦濟蘭技職教育與職業訓練提升計畫 - C# 教學
- 課後輔導助教
- 105年度國立勤益科技大學諮商輔導中心
- 產學合作
國立勤益科技大學 • 學士學位 • 資訊工程系
Sept 2011 - June 2016
- 專題名稱
- Arduino 遙控自走車
- 簡述：
- 使用 Android 手機遙控 Arduino 自走車，並可擷取視訊傳輸到電腦端。
- 技術：
- Android / Arduino / C#