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4-6 years
6-10 years
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More than 15 years
Software Development Manager @聯禦科技有限公司2023 ~ Present
・
PM/產品經理/專案管理
Within one month
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立台灣海洋大學
・
航運管理學系Past
資深工程師 @Velodash Inc.2019 ~ 2023
・
Android / Flutter / Backend
Within one month
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立成功大學
・
資訊工程學系Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
高雄應用科技大學
・
電機系
Android 軟體工程師 @Lafresh益欣資訊2019 ~ Present
・
Android App Developer
Within one month
鄭仲凱 Mobile Developer Tainan City, Taiwan • 9+年 Mobile(Android/iOS) App 開發經驗 • 主要專注於 Android & iOS App 開發 • 良好的溝通能力，並且能夠有效率的分析和解決問題 • 對學習新技術與新工具充滿熱情 工作經歷 Mobile Developer 2019/10 - Present Lafresh Information Inc. Skills: Kotlin, Swift, Java, Objective C, Python Flask, Vue.js, Firebase, Retrofit, Restful API MVVM architecture, Socket, Fastlane, SQLite
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
國立成功大學
・
工程科學所(在讀)
Past
Product Manager @Binance2022 ~ 2023
・
Front-end Engineer, Product Manager
Within one month
using React and Next.js for interactive parent-child reading content, integrated with Leonardo.Ai API, Firestore as database, deployed on Vercel. Demo Link: https://baby-board-book.vercel.app/ Built a full-stack e-commerce site with JavaScript, HTML, CSS, Python Flask, MySQL, and integrated TapPay credit card payment API, deployed on AWS EC2. Demo Link: http://:3000/ Created a React accounting application with useState hook and Firestore as the database, deployed on Vercel Collaborated with 5 team members, using Git for version control, and developed a
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Chengchi University
・
Innovation and Intellectual Property Management
Director @朕來雲端工作室2023 ~ Present
・
管理職
Within one month
供全方位支援，攜手共進，謝謝！ 管理職 Taipei Special Municipality，TW [email protected] 專長 後端技術 1.Node.js ( Express 、 Sails 、Next ) 2.PHP ( Laravel、 codeigniter ) 3.Golang (Gin) 4.Python (Flask) 5.Java 前端技術 1.HTML 2.CSS 3.Js( Jquery、React、Angular、Vue ) 4.Bootstrap 5.Material UI 其他技術 1.LineBot 2.ChatGPT 3.Flutter (Android & IOS) 4.Win APP 5.Mac
Employed
・
Ready to interview
Full-time / Interested in working remotely
More than 15 years
輔仁大學
・
資訊管理
老闆 @歐趴飲料店2012 ~ 2018
・
AIOT開發工程師
Within one month
體開發並上架 Taichung City, Taiwan 技能 前端 Andorid Kotlin IOS Swift WEB Vue, Html, PHP, Javascript, Css, Ajax Linux Tkinter Unity UI/UX Photoshop, illustrator, Blender, SketchUp CI/CD Git 後端 Language Python, Php, Javascript Host Services AWS, GCP Framework Laravel , Flask, Django Database MySQL, MangoDB, Firebase Container Docker 工作經歷 技術部主管 • 黑瘋科技股份有限公司 十二月Present 研發beacon整體系統與產品、三軸整體系統與產品
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
Tunghai University
・
資訊
軟體工程師 @Gamma Ray 軟體工作室2020 ~ Present
・
軟體工程師
Within one month
介面 ● Storyboard Segue 視圖切換 ● TableView客製化Cell內容 【iOSProjUI】 ● XCTest 單元測試 【XCTestSE】 ● XCode 使用技巧 【YouTube】 Web ● Bootstrap 【YouTube】 ● jQuery 【WebDoc】 ● Html 【個人網站】 ● PHP 【OpenCart】 Python ● Flask 輕量級 Web 應用框架 【HiSKIO】 ● Flask Socket IO 通訊 【Tunffli】 ● Paho MQTT 消息協議 【WiNet】 ● Python GUI - wxPython 【YouTube】 SQL ● MS-SQL / MySQL / SQLite 【SQL-Doc】 ● 基本操作 CRUD 新增/查
Employed
・
Ready to interview
Full-time / Remote Only
6-10 years
國立聯合大學
・
資訊工程學系
Past
IoT software engineer @Upwork as a Freelancer2022 ~ Present
・
CTO、Sr.Software Manager、Sr.Software Engineer
Within one month
統設備）的更新。 熟悉的技術： a. 嵌入式Linux、Yocto專案、QT、Cmake、Docker b. MCU、Cortex M、Modbus、OPCUA c. IoT AWS、Apache Kafka d. Java web Spring boot、RESTFUL API、Mysql DB、Mongodb e. Python、Flask、Django、OpenCV Eng. Ver. Responsible for the update of the real-time monitoring system (embedded system device with web java-based GUI) for the province-wide gateway control of Taiwan’s high-speed rail. 二月七月 2022 IoT software engineer 谷林運算
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
More than 15 years
國立中興大學
・
物理
Past
Sr Full Stack Developer @Perceptively LLC2021 ~ Present
・
Web Developer
Within one month
Martti Laine Senior Full Stack Developer Dublin, Ireland Highly skilled Senior Full Stack Engineer with 12 years of experience developing and deploying web applications for various industries. Demonstrated ability to design, develop, and maintain scalable web applications using a variety of technologies. Proven track record in exceptional problem solving skills and the ability to work in a fast-paced, collaborative environment. Strong communication, teamwork, and collaboration skills, with a focus onadaptability and time management. Possess leadership qualities and experience in leading and mentoring teams to deliver high-quality solutions. [email protected] Work
Unemployed
・
Ready to interview
Full-time / Remote Only
6-10 years
University College Dublin
・
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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
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
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
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
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