CakeResume Talent Search

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Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
2021 ~ Present
Software Engineer
Within one month
Python
AI & Machine Learning
Image Processing
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學
生物產業機電工程所
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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
R
Natural Language Processing (NLP)
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立政治大學(National Chengchi University)
資訊科學系
Avatar of DICKY DWI RIFALDI.
Avatar of DICKY DWI RIFALDI.
Staff Mechanic Avionic @PT. Batam Aero Technic
2019 ~ Present
engineer
Within one month
DICKY DWI RIFALDI I'm young and Strongly, Independent with high initiative, good communication skills, able towork independently or as a part of a team, dynamic and flexible person and able to work unser pressure Indonesia Email : dickymeka@gmail.com Contact :Profesional Experience Mechanic Avionic • PT. Batam Aero Technic JanuariPresent I work as a mechanic and inspector in the avionics and electrical shop division. and I am also a storeman in my division Admin Leader • PT. Adhya Tirta Batam JanuariJuli 2017 MAKE A SCHEDULE OF PAYMENT, MAKE A DEAL WITH CONTRACTOR FEE ENTRY PART ASSEMBLY
leadership skills
Microsoft Office
Communication
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
State Polytechnic of Batam
MACHINE
Avatar of Ilham Kurniawan.
Avatar of Ilham Kurniawan.
Past
Head Product Operation Manager - GAMES, Southeast Asia @OPPO Indonesia
2021 ~ Present
Project Manager, Product Operations, Product Support, Program Manager
Within one month
content model. I diversified content offerings and executed engaging promotional campaigns. Within the gaming sector, I contributed to OPPO's gaming ecosystem, fostering collaboration with game clients, as product manager enhancing the Game Center platform, and overseeing the incubation of online games from pre-order to release. AI and Graphics Expertise (AIGC): My profound interest in artificial intelligence, especially in graphics applications, led me to lead AIGC initiatives in SEA. Leveraging advanced AI tools like ChatGPT, Bard.ai , Midjourney, and Canva, as product owner I significantly reduced design requirements. My passion for AI extended
Microsoft Office
Figma + Canva
Trello
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
BINUS University
Computer Science
Avatar of Ahmed Yousaf.
Avatar of Ahmed Yousaf.
Past
Electrical Section Head @Sayyed Engineers Limited
2014 ~ 2016
Electrical and Electronics Engineer
Within three months
installation for a D-level simulator Recovery tasks for the oil cooler & calibrator test stands Recovery of Part task trainer simulator Projects Brief Development of a prototype project of Multi-function Display (MFD) for the Mirage Rose 3 variant Microcontroller-based project due to its compact Application in a Fighter Aircraft 6-dof Motion Platform of a Simulator (C130-H) Motion Algorithm Programming Data Acquisition system using National Instruments CompactRIO (LabVIEW FPGA Module) Development Project of T-56 Engine Testbed HMI Panel PLC-based Project using SIMATIC SSignal conditioning of data received from the Aircraft Engine MFI-17 Super Mushshak
Microsoft Office
C++
C#
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
University of Central Punjab
Electrical and Power Transmission Installation/Installer, General
Avatar of 潘揚燊.
Avatar of 潘揚燊.
智慧製造全端開發工程師 @聯華電子股份有限公司
2022 ~ Present
AI工程師、機器學習工程師、深度學習工程師、影像演算法工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Within one month
廠內自動化機台:自動化機台。 開發廠內自動化軟體 : 量測數值數位化、品質數位化(虛擬量測)。 開發光學量測、瑕疵檢測機台: AOI、AI-AOI。 AI 導入:工時量測、設備壽命優化 (PHM) 、工廠智慧化。 中國砂輪 企業股份有限公司 工業工程師 , JanMar.2019 產線升級所需軟硬體
Python
Qt
Git
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
元智大學
工業工程與管理學系所
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數位金融產品經理 @台新國際商業銀行 TAISHIN BANK
2022 ~ Present
AI專案導入/數位轉型規劃/數位金融平台維運
Within one month
Social Media Marketing
International Sales & Marketing
Digital Finance
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
臺北市立大學 University of Taipei
Psychology & Counseling
Avatar of 李慕全(MuChuan Li).
Avatar of 李慕全(MuChuan Li).
Past
Service Provider @Taron Solutions Limited
2023 ~ 2023
AI工程師、機器學習工程師、電腦視覺工程師、資料科學家、Machine Learning Engineer、Computer Vision Engineer、Data Scientist
Within one month
李慕全(MuChuan Li) 畢業於國立臺北科技大學資工所,研究領域為深度學習、電腦視覺、及影像處理。在學期間致力於應用電腦視覺技術解決交通問題,擁有多項產學合作的專案開發經驗,亦在電腦視覺領域中發表過多篇學術論文,主要研究主題包含物
Machine Learning
Computer Vision
Pytorch/Tensorflow
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立臺北科技大學
資訊工程
Avatar of 邱義塵.
Avatar of 邱義塵.
Past
Data Engineer @Rooit Inc. (XO App)
2023 ~ 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
邱義塵 於獨角獸多媒體設計有限公司擔任 遊戲測試工程師一職 建立公司測試團隊的測試流程和撰寫自動化測試程式 SDET、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 城市,TW birsbear@gmail.com 工作經歷 獨角獸多媒體
Python
Data Analysis
Data Science
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
中國醫藥大學(China Medical University)
臨床醫學研究所
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
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 significantly improve processing speed and efficiency. ◆Developed sophisticated data visualization tools to distill complex datasets into actionable insights, aiding strategic decision-making. The University of Tokyo, Foreign Researcher (OctSep◆Pioneered a neural network-based approach for cell image classification and data visualization, enhancing lab capabilities in biological research. ◆Designed a user-friendly GUI for neural network model training, democratizing access to advanced computational tools for non-programmers
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

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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.
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Leadership
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More than one year
Logo of 脈動心聯.
脈動心聯
2020 ~ 2022
台灣臺北市
Professional Background
Current status
Unemployed
Job Search Progress
Professions
Machine Learning Engineer, Software Engineer, Back-end Engineer
Fields of Employment
Artificial Intelligence / Machine Learning, Big Data, Software
Work experience
1-2 years
Management
None
Skills
Python
PHP
MySQL
Linux
JavaScript
HTML
CSS
Languages
Chinese
Native or Bilingual
English
Intermediate
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
台灣臺北市
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
國立台灣大學
Major
資料科學與智慧網路
Print

李政旻 Cheng-Min Lee

臺灣大學電信碩士 主修資料科學

學位研究:掌紋影像辨識

       

[email protected]

學歷

國立台灣大學

電信工程所 資料科學與智慧網路  •  2019 - 2022

  • 研究主題:Data Augmentation for Cross-Domain Palmprint Recognition
  • 國科會計畫:Indoor localization in cellular networks through machine learning

國立臺灣科技大學

電機工程  •  2014 - 2018

工作經歷

九月 2019 - 九月 2022

研究助理

無線網路通信實驗室

針對深度學習方法在跨資料集的掌紋辨識上,提出 4 種方法進行改善,在 3 個公開資料集上測試的準確度都可以達到 99.6% 以上

  • 應用 Optuna 框架和 TPE sampler 對訓練期間的 data warping 進行 hyper-parameter optimization,提高 12.55% 的準確度
  • 提出將旋轉作為 oversampling 方法來擴增訓練資料,最多可使資料集擴大 4 倍,在前者之上提高準確度 5.34%
  • 基於 test-time augmentation 和影像旋轉及映射,設計出 multi-transform matching,最多可將一張影像轉換成 8 張來輔助特徵比對,除了提高辨識穩定度,還能再提升 4.66% 的準確度
  • 針對掌紋影像的結構特性調整 ResNeSt-50 的架構,減少 63.37% 的參數量,同時具有更高效的收斂速度,以及更分明的特徵萃取能力

十一月 2020 - 九月 2022

後端工程師

脈動心聯

  • 參與公司各項數位轉型專案,整合公司產品如廣告推播系統、人流分析和臉部辨識等,並協助場域落地實踐,完成數十家商店的 PoC 專案
  • 重新設計 PoC 專案製作的系統成模板,減少應用到其他專案的開發時間
  • 以 LAMP 架構為互動科技展覽建構後端資料庫,在為期 24 天的展覽中蒐集 80 台以上的裝置活動紀錄,監控裝置心跳並分析各點即時人流量
  • 開發網頁養成遊戲,以 Laravel 製作遊戲的後端伺服器,包含遊戲紀錄資料庫和串接 API,此外,使用 swagger 製作文件加速團隊測試驗證
  • 使用 PHP 及雲端虛擬機器(GCP)為商圈活動製作闖關抽獎的後台系統,並結合 Line login 和 Line message API 來進行會員綁定和訊息通知

程式開發


  • Python
  • PHP
  • C++
  • Java

機器學習


  • PyTorch
  • Optuna
  • Scikit-learn
  • UMAP

網站後端


  • Laravel
  • L5-swagger
  • Flask
  • MySQL
Resume
Profile

李政旻 Cheng-Min Lee

臺灣大學電信碩士 主修資料科學

學位研究:掌紋影像辨識

       

[email protected]

學歷

國立台灣大學

電信工程所 資料科學與智慧網路  •  2019 - 2022

  • 研究主題:Data Augmentation for Cross-Domain Palmprint Recognition
  • 國科會計畫:Indoor localization in cellular networks through machine learning

國立臺灣科技大學

電機工程  •  2014 - 2018

工作經歷

九月 2019 - 九月 2022

研究助理

無線網路通信實驗室

針對深度學習方法在跨資料集的掌紋辨識上,提出 4 種方法進行改善,在 3 個公開資料集上測試的準確度都可以達到 99.6% 以上

  • 應用 Optuna 框架和 TPE sampler 對訓練期間的 data warping 進行 hyper-parameter optimization,提高 12.55% 的準確度
  • 提出將旋轉作為 oversampling 方法來擴增訓練資料,最多可使資料集擴大 4 倍,在前者之上提高準確度 5.34%
  • 基於 test-time augmentation 和影像旋轉及映射,設計出 multi-transform matching,最多可將一張影像轉換成 8 張來輔助特徵比對,除了提高辨識穩定度,還能再提升 4.66% 的準確度
  • 針對掌紋影像的結構特性調整 ResNeSt-50 的架構,減少 63.37% 的參數量,同時具有更高效的收斂速度,以及更分明的特徵萃取能力

十一月 2020 - 九月 2022

後端工程師

脈動心聯

  • 參與公司各項數位轉型專案,整合公司產品如廣告推播系統、人流分析和臉部辨識等,並協助場域落地實踐,完成數十家商店的 PoC 專案
  • 重新設計 PoC 專案製作的系統成模板,減少應用到其他專案的開發時間
  • 以 LAMP 架構為互動科技展覽建構後端資料庫,在為期 24 天的展覽中蒐集 80 台以上的裝置活動紀錄,監控裝置心跳並分析各點即時人流量
  • 開發網頁養成遊戲,以 Laravel 製作遊戲的後端伺服器,包含遊戲紀錄資料庫和串接 API,此外,使用 swagger 製作文件加速團隊測試驗證
  • 使用 PHP 及雲端虛擬機器(GCP)為商圈活動製作闖關抽獎的後台系統,並結合 Line login 和 Line message API 來進行會員綁定和訊息通知

程式開發


  • Python
  • PHP
  • C++
  • Java

機器學習


  • PyTorch
  • Optuna
  • Scikit-learn
  • UMAP

網站後端


  • Laravel
  • L5-swagger
  • Flask
  • MySQL