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Data Science Competition Participant @Self-Employed
2020 ~ Present
資料科學家
Within one month
智慧於建築設備群的運轉異常偵測及診斷服務 - 實踐能夠大量導入和訓練的建模流程, 應用於超過千台設備、萬點以上的IoT點位 - 應用機器學習技術及早發覺異常徵兆, 提前告知維護人員設備異常及診斷預測 - 獲得內政部建研所2019年、第12屆巢
Microsoft Office
python
machine learning
Studying
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Full-time / Interested in working remotely
4-6 years
National University of Singapore
Department of building
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Past
Software Developer @PERBASI
2023 ~ Present
Senior Backend Engineer
Within one month
Python Programming
JavaScript
IoT & Embedded System
Unemployed
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Full-time / Interested in working remotely
6-10 years
Universitas Teknokrat Indonesia
Computer Science
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技術部門經理 @沛鑫包裝科技
2018 ~ Present
R & D technologist/program manager
Within one month
Computer Vision
c#
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Employed
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6-10 years
國立中興大學
機械
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Past
Senior iOS Developer @Nogle Taiwan
2021 ~ 2023
Senior iOS App developer
Within one month
.comSkills: Objective-C / Swift / BLE / Socket / Golang Reference: Yan Qi <[email protected]>, retired Miotta CTO, Donna Ho <[email protected]>, resigned Miotta PM. 工作經歷 Miotta, Senior iOS Developer, Jun 2015 ~ Mar 2020 • Lead iOS Team • IoT mobile applications maintenance / refactor / optimization • Video streaming SDK development • Streaming Server implementation FDT-AIV Center for Financial Technology, Mobile Application R&D Head, May 2014 ~ May 2015 • Lead iOS Team (5 people) • iOS Products development • Real-time data for mobile app • Continuous integration system for iOS APPs
Objective-C
IOS Development
golang
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
Feng Chia University
Civil Engineering
Avatar of CHUN-HSIEN (TEDDY) LIN.
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資深管理師 @群聯電子 PHISON Electronics
2020 ~ Present
Within one month
CHUN-HSIEN (TEDDY) LIN E-mail: [email protected] Tel:South Dist., Taichung City, Taiwan (R.O.C.) My name is Teddy Lin, and I come from Miaoli, Taiwan. I am 39 years old and hold three master's degrees. I specialized in Industrial Management at Chung Hua University in Taiwan, Environmental Science and Management at Samford University in the United States, and Computer Science at National Chung Hsing University in Taiwan. Currently, I am pursuing a Ph.D. in Data Science and Engineering at National Yang Ming Chiao
AutoCAD
Operating Performance Analysis
Occupational Health Safety Management
Employed
Ready to interview
Full-time / Interested in working remotely
More than 15 years
National Yang Ming Chiao Tung University
Institute of Computer Science and Engineering
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Avatar of Danny_Teng.
Software Engineering Section Manager @仁寶
2023 ~ Present
Lead Designer, Senior Consultant, Design Manager
Within one month
the management of the AI model tracking system. -Enhanced the AI data annotation system by implementing label hot keys for 40 customized label items, leading to a 30% improvement in labeling efficiency. Senior Software Engineer • 仁寶 六月四月Spearheaded the design of test systems for IoT products on manufacturing lines, successfully applied to 37 IoT products, including smart meters, smart gym machines, and medical equipment, for quality monitoring and functional testing. -Collaborated closely with manufacturing teams and customers to enhance the ODM production process. -Developed instrument control programs for various measuring instruments, enabling
Python
Docker
DevOps
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taipei University of Technology
電機系
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UIUX Designer @icash 愛金卡股份有限公司
2022 ~ Present
Product Manager, 產品經理,UIUX設計師,UIUX Designer
Within one month
Photoshop
Illustrator
HTML/CSS
Employed
Ready to interview
Full-time / Interested in working remotely
More than 15 years
國立臺灣藝術大學
工藝設計系
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Past
Project Management @杰悉科技
2021 ~ 2024
專案經理、產品經理、系統分析師
Within one month
. Successfully designed the content of the lectures for AR, drone, Lego Robot, arduino, laser cut, 3D printer classes. Part-time Maker Teaching Instructor Handled more than 50 camps about learning about robots, drones, maker skills, and more in two years. Instructed public school teachers about AR and IoT to name a few during their skill-development trainings for them to apply in class. Led the students in winning the "Creative Applications Competition for Conductive Pen”. Yieh Phui Enterprise Co., LTD., Production Planning Engineer, Dec. 2017~JunInterdepartmental communication and management Scheduled two steel
系統分析與設計
國際專案管理師PMP
Figma
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立高雄大學
工業管理
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SR. Vision System Engineer @開必拓數據
2019 ~ Present
資深視覺工程師 / 專案經理
Within one month
— Jason Chou 熱衷探索新技術和產品開發,理解市場與用戶需求,創造產品的藍海。專業技能是系統整合,包括AI、光學、IoT、Web前後端等不同領域,打造高速且分散的系統。 除了專業技能之外也在不同領域的人才間建立相同的語言,減少溝通的成本,加速產
C#.NET development
c++ programming
python programming
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立聯合大學 National United University
電子工程
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高級工程師 @Zyxel Networks_兆勤科技股份有限公司(合勤集團)
2019 ~ Present
Software Engineer
Within one month
示器以及發布影像內容,使用者可以透過WAP (Web Admin Portal) 來管理操作設備和多媒體串流的播放狀況 Server Service Back-end 建置與規劃 研發 IOT Gateway 負責 Gateway Server, 提供設備與Server間資料交換。 研發 WebSocket Server, 提供設備即時通知管理者功能 研發 SystemMonitor Server,監測設備狀態服務,定義不同
Python
Linux
Shell
Employed
Ready to interview
Full-time / Not interested in working remotely
6-10 years
元智大學
資訊工程

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Within one year
IsLab研究生
台灣新北市
Professional Background
Current status
Studying
Job Search Progress
Professions
Software Engineer, Python Developer, Machine Learning Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Cyber Security, Software
Work experience
Less than 1 year
Management
None
Skills
python3
Machine Learning
Malware Detection
C++
excel
CSS
IDA Pro
Languages
English
Intermediate
Job search preferences
Positions
資訊安全管理師/資訊安全工程師
Job types
Intern
Locations
台灣新北市
Remote
Interested in working remotely
Freelance
No
Educations
School
國立台灣科技大學 National Taiwan University of Science and Technology
Major
資工系
Print

康帷晟

IsLab研究生

  New Taipei City, Taiwan

目前就讀於台灣科技大學資訊工程學系碩士班,並於智慧型系統實驗室(IsLab)進行惡意程式檢測與AI的相關研究。

  [email protected]

+886 988-966403

  keivn168777

Education


國立臺灣科技大學 National Taiwan University of Science and Technology

資訊工程 • 指導教授 : 鄭欣明/李漢銘 教授  •  2022 - 2024

研究領域:Malware Detection

擔任指導教授之資安計畫研究助理。

國立彰化師範大學, National Changhua University of Education

數學系  •  2017 - 2021

Experience


CYBERSEC 2022台灣資安大會

iThome
九月 2022

結合Line Bot和gather town設計了一個資安解謎遊戲,並聆聽多個企業的經驗分享,了解整個資安屆趨勢。

AIS3-club

教育部資訊安全人才培育計畫推動辦公室 
九月 2022

舉辦活動讓多間學校的資安社團互相交流,讓資安初心者也能輕鬆踏入資安屆。

AIS3、AIS3-juniors

教育部資訊安全人才培育計畫推動辦公室
七月 2022 - 八月2022

聆聽多位資安人士和企業的課程與分享,其中包含(網頁安全、軟體安全、關鍵基礎設施安全、車載安全)等主題。

尋找資安女婕思

台北市電腦公會、財團法人國家實驗研究院國家高速網路與計算中心 
五月 2022

設計一個實境資安相關的解謎遊戲,並結合Line Bot,讓來參賽的人能夠參與遊玩。

Project


Malware Detector(based on graph theory)


  • 利用AI方法檢測 ELF 檔是否為惡意程式,並分類其家族。
  • 使用radare2提取出api call graph,用圖中的資訊作為其特徵。

Few-shot Malware classifier (孿生網路)


  • 從惡意程式之log檔中提取syscall sequence作為特徵,使用w2v向量化,搭配Bi-LSTM進行模型的訓練。
  • 結合孿生網路的技術來訓練模型,實現惡意家族的分類。

Adversarial attack against IOT malware detector


  • 攻擊System call image based CNN以及Siamese network detector
  • 利用FGSM演算法生成對抗式樣本

Skills


Progamming

  • Python
  • C++

Information Security

  • radare2
  • IDA-pro
  • GDB
  • Linux

Artificial Intelligence

  • Machine Learning
  • Malware detection

Languages

  • Chinese
  • English
Resume
Profile

康帷晟

IsLab研究生

  New Taipei City, Taiwan

目前就讀於台灣科技大學資訊工程學系碩士班,並於智慧型系統實驗室(IsLab)進行惡意程式檢測與AI的相關研究。

  [email protected]

+886 988-966403

  keivn168777

Education


國立臺灣科技大學 National Taiwan University of Science and Technology

資訊工程 • 指導教授 : 鄭欣明/李漢銘 教授  •  2022 - 2024

研究領域:Malware Detection

擔任指導教授之資安計畫研究助理。

國立彰化師範大學, National Changhua University of Education

數學系  •  2017 - 2021

Experience


CYBERSEC 2022台灣資安大會

iThome
九月 2022

結合Line Bot和gather town設計了一個資安解謎遊戲,並聆聽多個企業的經驗分享,了解整個資安屆趨勢。

AIS3-club

教育部資訊安全人才培育計畫推動辦公室 
九月 2022

舉辦活動讓多間學校的資安社團互相交流,讓資安初心者也能輕鬆踏入資安屆。

AIS3、AIS3-juniors

教育部資訊安全人才培育計畫推動辦公室
七月 2022 - 八月2022

聆聽多位資安人士和企業的課程與分享,其中包含(網頁安全、軟體安全、關鍵基礎設施安全、車載安全)等主題。

尋找資安女婕思

台北市電腦公會、財團法人國家實驗研究院國家高速網路與計算中心 
五月 2022

設計一個實境資安相關的解謎遊戲,並結合Line Bot,讓來參賽的人能夠參與遊玩。

Project


Malware Detector(based on graph theory)


  • 利用AI方法檢測 ELF 檔是否為惡意程式,並分類其家族。
  • 使用radare2提取出api call graph,用圖中的資訊作為其特徵。

Few-shot Malware classifier (孿生網路)


  • 從惡意程式之log檔中提取syscall sequence作為特徵,使用w2v向量化,搭配Bi-LSTM進行模型的訓練。
  • 結合孿生網路的技術來訓練模型,實現惡意家族的分類。

Adversarial attack against IOT malware detector


  • 攻擊System call image based CNN以及Siamese network detector
  • 利用FGSM演算法生成對抗式樣本

Skills


Progamming

  • Python
  • C++

Information Security

  • radare2
  • IDA-pro
  • GDB
  • Linux

Artificial Intelligence

  • Machine Learning
  • Malware detection

Languages

  • Chinese
  • English