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4-6 years
6-10 years
10-15 years
More than 15 years
全端工程師 @中冠資訊股份有限公司2021 ~ Present
・
網站後端工程師
Within one month
2017 ~ Sep 2018 實驗室要導入時間序列相關深度學習之先導研究，題目為自然語言處理，利用tensorflow搭建NLP語言模型 (1) 文本分類：利用RNN與CNN進行文本分類。 (2) Word to vector：文字向量轉化 (3) 文本摘要總結：利用sequence to sequence模型架構，輸入經由encoder壓縮，再經由decoder解碼進行
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
清華大學 National Tsing Hua University
・
核子工程 nuclear engineering
專業副理 @元大銀行2023 ~ Present
・
PM/產品經理/專案經理/商業分析師/決策分析師
Within one month
術，研究華語文線上寫作中的偏誤問題，利用自習與進修類神經網路演算法與自然語言處理 ( 其中包括類神經網路演算法 RNN 、 word2Vec 、 CRF 、 k-means 分類法等技術 ) 實現 NLP 在ＡＩ學習與資料分析上的應用。核心功能在線上教學平台即時判斷線上學習者所撰寫
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台灣師範大學 National Taiwan Normal University
・
教育心理與輔導學系測驗科技組博士班
助理工程師 @行政法人國家資通安全研究院2023 ~ Present
・
滲透測試、資訊安全、系統開發、程式設計
Within one month
美國參訪Defcon國際資安研討會。 技能 Skills Programming C語言 / C++ Python VB Powershell Cyber Security 滲透測試 (KALI) Metasploit Burp Suite Nmap Hydra 惡意程式逆向分析 IDA pro Ghidra GDB x64-Debugger Dnspy 事件處理 威脅情資 封包分析 WiresharK Android APP逆向工程 Jadx 模糊測試 AFL++ Language Chinese English TOEIC 635 AI Scikit-learn Tensorflow Keras CNN RNN Attention Office Word PowerPoint Excel Other Photoshop PowerDirector
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學NTUT
・
自動化工程研究所
Software Developer @ZeroLogix2022 ~ Present
・
前端工程師 Front-End Developer
Within one month
練資料來源。另外也想研究影集與字幕，這類較容易取的但是雜亂的資料是否適用於機器學期訓練。使用CNN提取影像特徵，RNN提取對話的內容並產生回應的句子。 國立中山大學資訊管理學系，2013 年 8 月年 6 月 畢業專題: Waitbot 使用智慧型手機結合機
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立中山大學-資管系
・
資訊管理
Data Engineer @MediaTek Inc.2019 ~ Present
・
Senior Software Engineer
Within one month
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Tsing Hua University
・
Data Mining, Database System
Engineering Manager @Viscovery 創意引晴股份有限公司2018 ~ Present
・
Within one month
and its tags, and could predict solely with image in future testing phase. Under Graduate Research Assistant, SepAug 2014 Speech Processing Laboratory, NTU Researched in Deep Neural Network and Probabilistic Graphical Model, including Recurrent Neural Network and Regularized Mixture Model Surveyed various word embedding method, including Recurrent Neural Network (RNN), word2vec, paragraph vector. Working Experience Intern, JulDec 2014 Phalanx Biotech Develop machine learning solutions for cancer gene detection and TSMC semiconductor quality prediction. Intern, JulAug 2013 Solid State System Assisted in CMOS MEMs microphone product development including proto-type simulation, fabrication/packaging process, defect analysis and
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
Electrical Engineering
工程師 @永豐金證券2018 ~ Present
・
Python Developer, Rust Developer, BigData Engineer
Within one year
generative-design)與算圖工作。 Education 國立東華大學 藝術創意產業學系Skills Python Numpy / Pandas / Polars Celery FastAPI Visualization Rust Tauri Poem Tokio Polars CICD Docker Docker-compose K8S Gitlab CI Github Action Deep Learning CNN / RNN / GNN Reinforcement Learning Tensorflow Pytorch Keras Other Language Rust javascript Swift C / C++ Dart Design Photoshop illustrator After Effects Cinema 4D 3D Modeling / Rendering Generative Design Side Project TradingGym more 這個專案啟發於openai的gym，gym是一個
Employed
Full-time / Interested in working remotely
4-6 years
國立東華大學 | National Dong Hwa University
・
Arts and Creative IndustriesFull-time / Interested in working remotely
6-10 years
國立台北大學
・
統計研發工程師 @中國醫藥大學附設醫院 - 人工智慧醫學診斷中心2020 ~ Present
・
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within three months
Employed
Full-time / Interested in working remotely
6-10 years
國立臺灣大學(博士肄業)
・
資訊工程學系
ML / Data Engineer
Within one year
NLP: Gensim, Jieba, BERT Visualization: pyplot, ggplot2 Similarity Search: Faiss Workflow: Airflow Cloud: GCP BigQuery, GAE, GCE, GCS, Dataproc, Dataflow, Data Studio DB: MySQL, PostgreSQL Search Engine: ElasticSearch Distributed Computing: pyspark Docker Domain Knowledge Machine Learning: SVM, Logistic Regression, Random Forest, GBM,...etc. Deep Learning: CNN, RNN, LSTM, Transformer, BERT, Word Embedding, Object Detection, Reinforcement Learning, ...etc. Mobile Protocols: GPRS/WCDMA/HSPA, TCP/IP Education National Chiao Tung University, Taiwan，SepOctM.S. in Computer Science and Engineering National Chiao Tung University, Taiwan，SepJunB.S. in
Full-time / Not interested in working remotely
6-10 years
交通大學
・
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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#