CakeResume Talent Search

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4-6 years
6-10 years
10-15 years
More than 15 years
Avatar of 宋凡宇.
Avatar of 宋凡宇.
Past
Staff Software Engineer @VicOne (A subsidiary of Trend Micro)
2021 ~ 2023
軟體工程師
Within one month
Zac Sung (宋凡宇) 9 years of software development experience Familiar with embedded Linux, C++/C/Python programming Familiar with Agile software development process Experienced in test automation Interested in problem-solving with different approaches Interest and ability to learn other coding languages/technique as needed Taipei City, Taiwan [email protected] Zac SungEXPERIENCE Staff Software Engineer • VicOne (A subsidiary of Trend Micro ) SepNov 2023 | 2 yrs 3 mos Developed Secure OTA (Over-the-Air) Update related functions on Linux-based and Android-based systems. Improved automotive software update security and
C++
C
Python
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
Yuan Ze University
Electrical Engineering (Group: Digital Technology)
Avatar of 葉家登.
Avatar of 葉家登.
Past
高級工程師二 @奇偶科技股份有限公司
2016 ~ 2024
軟體工程師
Within one month
葉家登 軟體工程師,C/C++軟體開發經驗7.5年,雙棲Windows/Linux平台,曾任職於安全監控業從事影像監控管理系統開發。 Taipei, Taiwan 工作經歷 高級工程師二 • 奇偶科技股份有限公司 八月二月 2024 工作內容: 以公司主力產品-影像監控管理系統(VMS) 為核
C++
Golang
Python
Unemployed
Ready to interview
Full-time / Interested in working remotely
6-10 years
逢甲大學 Feng Chia University
資訊工程學系研究所
Avatar of the user.
Avatar of the user.
Technical assist manager @MicroIP
2022 ~ Present
Architect, Principal Software Engineer
Within one month
C++ Language
Java
OOP Programming
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Pingtung University
Computer science
Avatar of 陳郁夫.
Avatar of 陳郁夫.
Feature Product Manager & Software Engineer @聯發科
2020 ~ Present
資深軟體工程師
Within one month
I spearheaded the design and coordination of the camera bokeh flow, collaborating with cross-functional teams to achieve high customer satisfaction. My analytical thinking and problem-solving skills were recognized with a vAward, and I also played a key role in multiple camera development projects, utilizing my expertise in C++ and Android. Beyonds FPM's part, I also take a role on multiple camera development and design flow as software Engineer. Software Engineer • 聯發科 NovemberPresent | Taipei, Taiwan I mainly focus has been on multiple camera flow control and implementation using C++
C++
Python
Machine Learning
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立師範大學附屬高級中學
Avatar of 詹朝為.
Avatar of 詹朝為.
軟韌體測試工程師 @鴻海精密工業股份有限公司
2017 ~ Present
測試工程師
Within three months
驗證 3.測試程式管理維護 4.生產流程卡的建立與修改廠內生產作業規範 5.測試異常貨批驗證分析處理,測試異常率/重工率分析改善,提升良率 學歷 National United University 電機工程學系 •National United University 電機工程學系 •技能 C/C++ VBA PowerPoint Word Excel 語言 English — 中階
C/C++
VBA
PowerPoint
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National United University
電機工程學系
Avatar of 陳韋燁.
Avatar of 陳韋燁.
Past
工程師 @博彥科技有限公司
2018 ~ 2023
後端工程師
Within one month
程,讓外籍員工也能輕易上手 巡檢系統 簡化巡檢相關流程,降低人工疏失造成風險 學歷 龍華科技大學 資訊網路工程 •Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat. 技能 C、C++、golang lua、linux shell script mysql、postgresql、redis linux aws、docker、jenkis rabbitmq http、mqtt、grpc i2c、uart、spi 語言 English — 中階
C
C++
Golang
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
龍華科技大學
資訊網路工程
Avatar of ChenHuei Huang.
Avatar of ChenHuei Huang.
BIOS Engineer @仁寶
2019 ~ Present
資深韌體工程師
Within one month
ChenHuei Huang BIOS Engineer New Taipei City, Taiwan Summary: - 5 years experience in BIOS development region with AMI/Insyde code structureyears experience in BIOS development region with ARM code structure. - Attend Intel/Microsoft Workshop for supporting Dell XPS 13/15 series in NPI phrase. - Expert in cross-functional communication for implementing functions and solving BIOS and factory problems. Skills: - Familiar with UEFI EDKII architecture, AMI/Insyde code base, and C/C++. - Familiar with kinds of debug tools. Such as Intel DCI, WinDbg, DDR memory training data dump, and
C
C++
PowerPoint
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立金門大學
資訊
Avatar of Ahmed Yousaf.
Avatar of Ahmed Yousaf.
Past
Electrical Section Head @Sayyed Engineers Limited
2014 ~ 2016
Electrical and Electronics Engineer
Within three months
Ahmed Yousaf London, [email protected] https://www.linkedin.com/in/ahmed-yousaf-b/ Highly skilled Electrical/Software engineer with expertise in C# (.NET), proficient in Python, with a strong understanding of programming paradigms and software design patterns. Experienced in developing military-standard software and collaborating effectively in agile environments to deliver projects of varying scope and committed to leveraging technical expertise and collaborative skills to drive innovative software solutions. Work Experience Avionics Engineering Officer • Federal Government of Pakistan OctoberSeptember 2023 | Karachi, Pakistan Data Acquisition using
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 the user.
Avatar of the user.
Senior engineer @Chicony Electronics Co, Ltd.
2018 ~ Present
全端工程師、後端工程師、前端工程師、軟體專案主管、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
C
C++
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taiwan Ocean University
Computer science and engineering
Avatar of the user.
Avatar of the user.
高級軟體工程師 @Ganzin technology
2023 ~ Present
Unity Developer
Within one month
Unity3D
C
C++
Employed
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Taipei University of Technology
資訊工程學系

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Adaptability
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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