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4-6 years
6-10 years
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More than 15 years
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Senior AI Research/Engineer (part-time) @NeuroBonic Inc.
2022 ~ 2023
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 one month
Python
PyTorch
Machine Learning
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
National Yang Ming Chiao Tung University
Computer Science
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Avatar of the user.
Senior software engineer @Compal Electronic, Inc.
2019 ~ Present
AI工程師、後端工程師
Within one month
Deep Learning
AOI
c#
Employed
Full-time / Interested in working remotely
4-6 years
National Kaohsiung University of Applied Sciences
Computer science and information engineering
Avatar of 余鎧企.
Avatar of 余鎧企.
Software Engineer @三維人股份有限公司
2020 ~ Present
前端工程師 Front-End Developer
Within one month
E6%A9%9F/idGaius 蓋亞汽車 Gaius App: https://apps.apple.com/tw/app/gaius-pro/idSide Project 樂台計畫 | 大專院校音樂賽事平台~ Present. 全台 26 所大專院校合作,8000 位用戶,獲教育部 EC-SOS 計畫 10 萬元創業基金 台灣國家公園入園機器人 Tech Stack:NodeJS Puppeteer, ChatGPT-4, Deep Learning (TensorFlow, CNN), Docker, Azure ACI, Azure VM
React.js
React Native
Docker
Employed
Not open to opportunities
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
資訊工程
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Avatar of the user.
人工智慧研發工程師 @睿訊有限公司
2019 ~ Present
Within one year
Python
Django
tensorflow
Full-time / Interested in working remotely
10-15 years
國立政治大學
資料科學
Avatar of 林俊宇.
Avatar of 林俊宇.
副理 @永豐金證券
2008 ~ 2021
後端、智能合約、區塊鏈開發、Net 開發、系統分析
Within one month
行與 NFT 發行。 技能 Programming C#、VB.Net ASP.NET Core、Windows Form、 ASP.Net Core MVC、Web API、gRPC、Crystal Report Python SQL、MS SQL Server SSIS、Redis Git、GitLab CI/CD、Docker、Docker Swarm、NetMQ AI Python、Pandas、Numpy Machine LearningDeep Learning Tensorflow、Keras CNN、RNN、NLP BlockChain Solidity HardHat Truffle 證照 證券商業務員、 期貨商業務員 風險管理人員資格 證券商自有資本適足比率進階計算法
C#
Vb.Net
Solidity
Employed
Full-time / Not interested in working remotely
More than 15 years
新埔工專
電子科
Avatar of Chun-Jung Huang.
Avatar of Chun-Jung Huang.
OPC Chief Engineer @TSMC
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 one month
Chun-Jung Huang [email protected] Chiao-Tung University, Ph.D. - Photonics,2015 ~ 2020 Member of The Phi Tau Phi Scholastic Honor Society of the Republic of China. Work Experience TSMC, OPC Chief Engineer (MarPresent) ◆Introduced image anomaly detection techniques to identify and address defects in photomask manufacturing, significantly improving product quality and reducing turnaround time. ◆Managed large-scale data processing tasks, demonstrating expertise in analyzing and handling datasets of hundreds of millions, to bolster model development and optimization. ◆Excelled in distributed computing, optimizing code execution across thousands of systems to
Deep learning with TensorFlow
Translational Research
Clinical Research
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chiao-Tung University
Ph.D. - Clinical Engineering
Avatar of 莊鈞諺.
Avatar of 莊鈞諺.
Expertise & Innovation Lead, Cloud @fifty-five
2023 ~ Present
Cloud Solution Architect
Within one month
SEO for major platforms. - Large-Scale Website Project: Contributed to a high-value SaaS website launch, overseeing deployment and development. - Data Analysis & Systems : Developed GCP-centric data systems, boosting data integration and analysis. - Team Leadership & Innovation: Created a Vertex AI recommendation engine, advancing data team methodologies. EducationNational Chengchi University MS in Computer Science Thesis:Explainable Deep Learning-Based Recommendation Systems: Enhancing the Services of Public Sector Subsidy Online Platform Courses Taken: Big Data Analytics, Data mining, Reinforce Learning, Algorithm and BlockchainNational Cheng Kung University MS in Resource Engineering Thesis: Text-mining and machi...
Google Analytics
Google Tag Manager
Data Mining
Employed
Full-time / Interested in working remotely
4-6 years
National Chengchi University
Computer Science
Avatar of 林暉騰.
Avatar of 林暉騰.
AI與機器視覺工程師 @群創光電股份有限公司 InnoLux Corporation
2022 ~ Present
Software Engineer
Within one month
Breathing Behaviour and Automatic Action Recognition 2015 From IP to Import Program Top資訊科技盃實務競賽 甲等  2015 New Taipei Industrial Value Creation Program for Academia 2015 Taipei International Invention Show & Technomart 2015 Taiwanese Society of Biomedical Engineers Image Processing Familiar with C++/Java development 5+ years experience in OpenCV development 6+ months experience in Image-J plug-in development Deep Learning 2 year experience in Python 2 year experience in Tensorflow 6+ months experience in Tensorflow-Lite Other 3+ years experience in Android development TOEIC :
Deep learning with TensorFlow
Keras
Computer Vision
Employed
Not open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立臺灣科技大學 National Taiwan University of Science and Technology
醫學工程
Avatar of Hao-Chun (Chad) Yang.
Avatar of Hao-Chun (Chad) Yang.
Senior Machine Learning Engineer @C-Media Electronics
2020 ~ 2021
Machine Learning Scientist, Data Scientist
Within one month
Hao-Chun (Chad) Yang Ph.D Ph.D Graduate @NTHU (EE) | Seeking AI/ML R&D Position | Speech, IOT, Health Informatics, Computational Neuroscience | pytorch, tensorflow Room 315, General Building III, No. 101, Section 2, Kuang-Fu Road,Hsinchu City, Taiwan Skills Programming Programming: Python, Matlab DevOps: AWS, GCP, Git, Docker Deep Learning: Pytorch, Tensorflow, Keras ML& Data Science: Sklearn, Numpy, Pandas, Matplotlib MLOps: MLflow, W&B Special HonorsBest Challenge Poster - Physionet/CINC ChallengeTravel Grants - IEEE SPS SocietyPresident Scholarship - NTHU Education National Tsing Hua University Ph.D. in Electrical Engineering (SepPresent) National Tsing
Python
pytorch
tensorflow
In military service
Full-time / Interested in working remotely
4-6 years
清華大學
電機工程
Avatar of 장윤식.
More than one year
algorithm이나 Overfitting을 피하기 위해서 적용 기법 학습. Education 서울과학기술대학교 문예창작학과 전공, IT 융합 소프트웨어 전공Skills Artificial Intelligence Machine Learning Deep learning with TensorFlow Django Spark JAVA Project 피부 고민을 입력해봐 앱 : TF-IDF, BERT 활용 django 기반 화장품 추천 웹 앱 투자 유지 100억 이상 회사 복지 검색 앱 : 취
Artificial Intelligence
Machine Learning
Deep learning with TensorFlow
Intern / Interested in working remotely
More than 15 years
서울과학기술대학교
문예창작학과 전공, IT 융합 소프트웨어 전공

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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
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Leadership
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More than one year
國立交通大學研究助理
Logo of 國立交通大學(National Chiao Tung University, NCTU).
國立交通大學(National Chiao Tung University, NCTU)
2020 ~ 2022
台灣新竹市
Professional Background
Current status
Unemployed
Job Search Progress
Professions
Data Scientist, Machine Learning Engineer, Research / R&D
Fields of Employment
Software
Work experience
1-2 years
Management
None
Skills
python語言
tensorflow
Deep Learning
Computer Vision
Machine Learning
Git
zero-shot learning
Artificial Intelligence
Research Skills
meta-learning
Languages
English
Intermediate
Chinese
Native or Bilingual
Job search preferences
Positions
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
Job types
Full-time
Locations
台灣
Remote
Interested in working remotely
Freelance
No
Educations
School
國立中正大學(National Chung Cheng University)
Major
電機工程研究所
Print

趙梓吟

國立交通大學研究助理

Cell: 0963008419
Mail: [email protected]


<關於我>
從事機器學習相關技術4年,在智慧建築(IoT資料)和電腦視覺的面向上有相關學術研究與實務開發經驗,熟悉深度學習框架Pytorch、Tensorflow與數據處理工具如matplotlib、scikit learn等。能使用Python、C/C++進行開發,並以Git管理版本。

<專利、獎項與論文發表>
+ 1個專利
+ 2個智慧建築比賽獎項
+ 3篇深度學習相關論文發表

    

工作經歷

Research Assistant

國立交通大學資訊工程學系  •  三月 2020 - 四月 2022
- 從事兩項深度學習於電腦視覺的相關研究,其一發表於IEEE ICPR 2020,另一篇同行審議中。
- 帶領碩士生團隊開發機器學習於智慧建築之相關應用專案。

學歷

碩士學位

國立中正大學電機工程研究所  •  二月 2018 - 一月 2020
- 負責兩項深度學習於建築IoT資料之應用研究,包含從資料清理到模型設計、驗證、部署。成果現部署於台積電台中與新竹部分廠之辦公區。獲得兩項智慧建築比賽獎項,專利一件,並發表一篇論文於IEEE SMC 2019 (Oral paper)

學士學位

國立中正大學電機工程學系  •  九月 2013 - 六月 2017

工具


  • 程式語言
    • 熟悉Python,能使用C、C++
  • 深度學習框架
    • 熟悉Pytorch,能使用Tensorflow
  • 能使用Git進行版本控管

深度學習


  • 具備研讀理解、實踐論文技術的能力 
  • 具備依任務修改/研發演算法的能力 

語言能力


  • 中文
  • 英文 (TOEFL 87)

專利

 TW Patent I746087 空調系統控制方法 ‧ 發照日期 2021年11月11日
‧ TW Patent Pending 110129963 停車場空位偵測方法 ‧ 申請日期 2021年8月31日

專案與研究經歷

[學術研究(CV)‧研發主力/論文共同第一作者] Zero-Shot Learning for Novel Attribute Synthesis (Jan. 2021 – Nov. 2021 ) [Paper]  [Intro.]
#Python #Pytorch #CNN #Transformer block #Zero-shot learning #Compositional zero-shot learning
‧  開發可利用邏輯操作編輯的零次學習影像屬性辨識器。例如,給定訓練好的屬性辨識器 “藍翅膀”、”紅翅膀”、”綠尾巴”、”綠頭”,演算法可以透過(藍翅膀⋂紅翅膀)∪(綠尾巴⋂綠頭)得到“綠翅膀”辨識器而無須額外訓練。此論文於研討會同行審議中。
[學術研究(CV)‧實作主力/論文第二作者] Vacant Parking Space Detection based on Task-Consistency and Reinforcement Learning (Nov. 2019 – Oct. 2020 ) [Paper] [Intro.] #Python #Pytorch #Tensorflow #CNN #LSTM #Reinforcement learning (Policy gradient)
開發一種基於強化學習,使目標訓練模型可轉由已另一已完成訓練的相關任務模型引導訓練,進而完成非監督式的學習的演算法。此演算法之相關論文發表於2020 ICPR研討會。
[機器學習專案(AIoT)‧研發主力/帶領新人] 建築數聚時代 - 基於類神經網路的半監督人員佔比估測 (Mar. 2019 – Jul. 2020 ) [Intro.] 
#Python #Pytorch #Tensorflow #WGAN #Semi-supervised
‧  參與和台積電公共設施服務部合作之建築多樣感測器數據整合演算法的開發,為機器學習演算法部分的主力開發之一,省約 2%空調箱用電量,5%外氣空調箱用電量,以及 3%照明用電量。(2020年內政部巢向未來智慧建築競賽金獎)
[機器學習專案(AIoT)‧研發主力/論文第一作者] 智慧建築+ - 基於類神經網路的空調控制 (Mar. 2018 – Jul. 2018) [Paper] [Intro.] [Code]
#Python #Pytorch #Tensorflow #Dynamic learning #TD learning
‧  參與和台積電公共設施服務部合作之應用持續學習型演算法對空調控制優化的專案,在資料稀缺且沒有模擬環境的情況下建立基於類神經網路的空調控制方法,減少其空調箱(AHU)用電量10%。(2018年內政部巢向未來智慧建築競賽銀獎與專利一件,雛型版系統之論文發表於2019 IEEE SMC研討會(Github與Intro.提供為更新版本)。)

Resume
Profile

趙梓吟

國立交通大學研究助理

Cell: 0963008419
Mail: [email protected]


<關於我>
從事機器學習相關技術4年,在智慧建築(IoT資料)和電腦視覺的面向上有相關學術研究與實務開發經驗,熟悉深度學習框架Pytorch、Tensorflow與數據處理工具如matplotlib、scikit learn等。能使用Python、C/C++進行開發,並以Git管理版本。

<專利、獎項與論文發表>
+ 1個專利
+ 2個智慧建築比賽獎項
+ 3篇深度學習相關論文發表

    

工作經歷

Research Assistant

國立交通大學資訊工程學系  •  三月 2020 - 四月 2022
- 從事兩項深度學習於電腦視覺的相關研究,其一發表於IEEE ICPR 2020,另一篇同行審議中。
- 帶領碩士生團隊開發機器學習於智慧建築之相關應用專案。

學歷

碩士學位

國立中正大學電機工程研究所  •  二月 2018 - 一月 2020
- 負責兩項深度學習於建築IoT資料之應用研究,包含從資料清理到模型設計、驗證、部署。成果現部署於台積電台中與新竹部分廠之辦公區。獲得兩項智慧建築比賽獎項,專利一件,並發表一篇論文於IEEE SMC 2019 (Oral paper)

學士學位

國立中正大學電機工程學系  •  九月 2013 - 六月 2017

工具


  • 程式語言
    • 熟悉Python,能使用C、C++
  • 深度學習框架
    • 熟悉Pytorch,能使用Tensorflow
  • 能使用Git進行版本控管

深度學習


  • 具備研讀理解、實踐論文技術的能力 
  • 具備依任務修改/研發演算法的能力 

語言能力


  • 中文
  • 英文 (TOEFL 87)

專利

 TW Patent I746087 空調系統控制方法 ‧ 發照日期 2021年11月11日
‧ TW Patent Pending 110129963 停車場空位偵測方法 ‧ 申請日期 2021年8月31日

專案與研究經歷

[學術研究(CV)‧研發主力/論文共同第一作者] Zero-Shot Learning for Novel Attribute Synthesis (Jan. 2021 – Nov. 2021 ) [Paper]  [Intro.]
#Python #Pytorch #CNN #Transformer block #Zero-shot learning #Compositional zero-shot learning
‧  開發可利用邏輯操作編輯的零次學習影像屬性辨識器。例如,給定訓練好的屬性辨識器 “藍翅膀”、”紅翅膀”、”綠尾巴”、”綠頭”,演算法可以透過(藍翅膀⋂紅翅膀)∪(綠尾巴⋂綠頭)得到“綠翅膀”辨識器而無須額外訓練。此論文於研討會同行審議中。
[學術研究(CV)‧實作主力/論文第二作者] Vacant Parking Space Detection based on Task-Consistency and Reinforcement Learning (Nov. 2019 – Oct. 2020 ) [Paper] [Intro.] #Python #Pytorch #Tensorflow #CNN #LSTM #Reinforcement learning (Policy gradient)
開發一種基於強化學習,使目標訓練模型可轉由已另一已完成訓練的相關任務模型引導訓練,進而完成非監督式的學習的演算法。此演算法之相關論文發表於2020 ICPR研討會。
[機器學習專案(AIoT)‧研發主力/帶領新人] 建築數聚時代 - 基於類神經網路的半監督人員佔比估測 (Mar. 2019 – Jul. 2020 ) [Intro.] 
#Python #Pytorch #Tensorflow #WGAN #Semi-supervised
‧  參與和台積電公共設施服務部合作之建築多樣感測器數據整合演算法的開發,為機器學習演算法部分的主力開發之一,省約 2%空調箱用電量,5%外氣空調箱用電量,以及 3%照明用電量。(2020年內政部巢向未來智慧建築競賽金獎)
[機器學習專案(AIoT)‧研發主力/論文第一作者] 智慧建築+ - 基於類神經網路的空調控制 (Mar. 2018 – Jul. 2018) [Paper] [Intro.] [Code]
#Python #Pytorch #Tensorflow #Dynamic learning #TD learning
‧  參與和台積電公共設施服務部合作之應用持續學習型演算法對空調控制優化的專案,在資料稀缺且沒有模擬環境的情況下建立基於類神經網路的空調控制方法,減少其空調箱(AHU)用電量10%。(2018年內政部巢向未來智慧建築競賽銀獎與專利一件,雛型版系統之論文發表於2019 IEEE SMC研討會(Github與Intro.提供為更新版本)。)