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4-6 năm
6-10 năm
10-15 năm
Hơn 15 năm
Avatar of Joy Natanael.
Avatar of Joy Natanael.
Past
Peformance & Mental Coach @Onic Esports
2019 ~ 2021
Marketing
Trong vòng một tháng
and track progress over time. 7. Assist players in managing performance-related stress and pressure, and provide mental coaching strategies to enhance their resilience and mental toughness. 8. Stay updated on the latest trends and strategies in the esports industry to continuously improve coaching methods and effectiveness. 9. Foster a positive team culture and environment that promotes teamwork, communication PendidikanUniversitas Katolik Atmajaya Jakarta Akuntansi Kualitas Jurusan Akuntansi di Unika Atmajaya Jakarta, Jurusan Akuntansi di Unika Atmajaya Jakarta memiliki reputasi yang baik dan diakui kualitasnya. Universitas ini termasuk dalam daftar kampus swasta dengan jurusan
Word
Excel
Canva
Thất nghiệp
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
Universitas Katolik Atmajaya Jakarta
Akuntansi
Avatar of 張新毅 (Lucas Chang).
Avatar of 張新毅 (Lucas Chang).
產品總監 @禾亞數位科技股份有限公司
2022 ~ Hiện tại
Product manager, Senior Product Manager, Product Director
Trong vòng một tháng
strategy, roadmaps, and milestones to achieve long-term goals. Iterate on web, Android, and iOS multi-platform products through research and data analysis. Conduct research for potential products to support company expansion into new business areas. Manage the product life cycle to ensure timely delivery, quality, and effectiveness tracking. Establish and manage Scrum processes, guiding the team to improve collaborative efficiency. Facilitate consensus on product priorities, documentation, and cross-departmental collaboration. Collaborate with external business partners to enhance the company's products. Achievements Initiated innovative KYC product proposals and qualified for the Select
Team Leadership
Product Management
Product Planning
Đã có việc làm
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
10-15 năm
國立台灣科技大學 National Taiwan University of Science and Technology
電機工程系
Avatar of the user.
Avatar of the user.
Past
Senior Front-End Software Engineer @KKSTREAM 香港商科科串流股份有限公司
2020 ~ 2022
前端工程師 Front-End Developer
Trong vòng một tháng
Front-End Development
Front-End Web Development
Javascript(ES6)
Thất nghiệp
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
6-10 năm
國立中山大學 National Sun Yat-Sen University
Computer Science
Avatar of Pan Ping-Han.
Avatar of Pan Ping-Han.
Past
Senior Marketing Specialist @ASUS Cloud Corporation
2017 ~ 2023
行銷企劃專員
Trong vòng một tháng
2023 Integrated and utilized various marketing channels, including EDM, official website, social media, and cross-industry collaborations, for content marketing, achieving a breakthrough in the annual target attainment rate by exceeding 110%. Managed the company's official website and its content, collaborated with advertisers on advertising strategies, analyzed data effectiveness, adjusted and improved marketing strategies, and achieved an overall advertising ROAS rate exceeding 120%. Collaborated with the design team to discuss EDM layouts, with multiple successful experiences in design, and process optimization, effectively increasing email conversion rates (open rate from 10% to 25%; click-through rate from 0
Data-Driven Marketing
Critical thinking
Handling pressure
Thất nghiệp
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
National Kaohsiung First University of Science and Technology
Applied English
Avatar of Ripley Li.
Avatar of Ripley Li.
Past
Senior Mechanical Design Engineer @Smartmatic
2018 ~ 2024
Lead mechanical engineer
Trong vòng một tháng
and module function, establish evaluation plan for testing according to the industry-specific regulations and standards, ensuring designs comply with relevant requirements. ‐ Collect CMF and DFM for tooling open, driving technical knowledge transfer to mass production. ‐ Establish and evaluate the tolerance analysis, statistical analysis for the quality control. ‐ Draft new product development and quotation to customer, ensuring the cost-effectiveness and cost optimization. ‐ Spot the creative mindset to propose and implement innovative solutions to the engineering challenges and then register the new patent, e.g., Paper staging controlled by gap sen...
Creo Parametric
CREO PARAMETRIC
Microsoft Office
Thất nghiệp
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
Hơn 15 năm
國立中央大學 National Central University
Mechanical Engineering
Avatar of Nguyễn Lê Minh Duy.
Avatar of Nguyễn Lê Minh Duy.
Supply Chain Regional Leader @Capital Lead LLP Asia Pacific - VNAT - DHL Supply Chain
2020 ~ Hiện tại
Logistic and Supply Chain Manager / Logistic and Supply Chain Project Manager
Trong vòng một tháng
ensuring alignment with corporate objectives. Collaborated with global supply chain teams to streamline processes, enhance efficiency, and maintain consistency across regions. Developed and executed regional supply chain strategies to fit and adapt customer demand promptly and effective. Negotiated contracts with warehouse equipment and technology vendors, ensuring cost-effectiveness and alignment with warehouse optimization goals. Implemented robust demand planning processes, leveraging data analysis and forecasting techniques to optimize inventory levels and minimize stockouts, collaboration with IT BA to understand and deliver the on-demand solution using SQL, tablaue and python as core solving. Helped identify and
Management Team
Project Leading
Engagement
Đã có việc làm
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
LinkedIn Learning
Business Improvement - Project Management
Avatar of the user.
Avatar of the user.
產品專案經理/全端工程師 @FITI Foxsemicon (Foxconn Technology Group)
2018 ~ Hiện tại
Maker
Trong vòng một tháng
Python
C#
JavaScript
Đã có việc làm
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
10-15 năm
國立台灣海洋大學 (NTOU)
系統工程暨造船學系
Avatar of Kimberly Garrison.
Avatar of Kimberly Garrison.
Past
Vice-President Human Resources @Frost National Bank
1998 ~ 2012
Human Resource Specialist / Recruiter
Trong vòng một tháng
process for compliance with applicable applicant tracking, interviewing and hiring requirements. Develops and maintains performance metrics that provide clarity of trending, benchmarking and insight for making program and process improvements. Leverages technology to support staffing initiatives. Develops and manages metrics to measure overall recruitment/staffing process effectiveness. Develops departmental policies. Develops and managed the CBRE employment brand. Recruitment Manager - Banking and Finance • International Search Consultants (Agency) DecemberMarchyears I lead our Recruiting team. I had 6 years of Banking and Financial Services recruitment, working as a Manager focusing exclusively on recruiting highly talented
Word
PowerPoint
Excel
Thất nghiệp
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
Hơn 15 năm
USIHR
Human Rights Certificate
Avatar of the user.
Avatar of the user.
Executive Assistant @PT DELTA MARATHAN JAGAD
2023 ~ Hiện tại
Manager
Trong vòng hai tháng
Word
PowerPoint
Excel
Đã có việc làm
Sẵn sàng phỏng vấn
Part-time / Quan tâm đến làm việc từ xa
10-15 năm
Institut Teknologi Sepuluh Nopember (ITS)
Environmental Engineering Technology/Environmental Technology
Avatar of Kumar Divyaprakash.
Avatar of Kumar Divyaprakash.
Regional Key Account Manager SaaS & - West India @Work Store Limited
2023 ~ Hiện tại
Area sales manager & Regional sales manager Key Account Manager
Trong vòng hai tháng
business potential. * Discuss and plan ideation and conceptualization of program development, including process optimization with the KDMs. * Boosted revenue by strategically promoting Dyson's Capex business and lighting products within key accounts. * Efficiently collaborating with diverse teams to create program KPIs and ongoing reporting to measure program effectiveness, identify opportunities, optimize service delivery and enhance overall business processes. * Achieved a 1.5x revenue growth in 6 months through successful cross-selling of new CapEx products within existing accounts * Awarded Star Performer in the Annual Business reviewFebruaryPresent Regional Key Account Manager SaaS - West India Work Store
Microsoft Office
Excel
Communication
Đã có việc làm
Sẵn sàng phỏng vấn
Full-time / Quan tâm đến làm việc từ xa
4-6 năm
ITM Group of Institutions
Marketing

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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.
Trong vòng một tháng
Data Scientist Engineer
Logo of 群聯電子股份有限公司(Phison Electronics Corp).
群聯電子股份有限公司(Phison Electronics Corp)
2022 ~ Hiện tại
台灣台北
Professional Background
Tình trạng hiện tại
Đã có việc làm
Tiến trình tìm việc
Professions
Machine Learning Engineer, Python Developer
Fields of Employment
Trí tuệ nhân tạo/ Máy học
Kinh nghiệm làm việc
1-2 năm kinh nghiệm làm việc (Dưới 1 năm liên quan)
Management
I've had experience in managing Trên 15 nhân viên
Kỹ năng
Python
Numpy Pandas Matplotlib
Scikit-Learn
TensorFlow
Machine Learning
Excel
SPSS
Minitab
Git
Docker
Kubernetes
FastAPI
Tableau
Oracle
PostgreSQL
MS SQL
Cockroach Database
Greenplum Database
Kafka
Debizuim
Flask
Ngôn ngữ
English
Thông thạo
Chinese
Bản địa hoặc song ngữ
Job search preferences
Vị trí
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
Loại hình công việc
Full-time
Địa điểm
台灣台北
Làm việc từ xa
Quan tâm đến làm việc từ xa
Freelance
Đúng, tôi là một freelancer nghiệp dư.
Học vấn
Trường học
國立成功大學工業與資訊管理學系
Chuyên ngành
工業與資訊管理
In

張恩耀

[email protected]
0975578196

擅長技術

  • 論文:以多樣性測度估測集成模型預測正確率
  • 統計:統計推論、變異數分析、迴歸、無母數檢定、多變量分析
  • 資料探勘:特徵離散化、特徵萃取、徑向基函數、不平衡資料
  • 機器學習:法則學、狄氏先驗貝氏分類器、隨機森林、集成模型


工作經歷

2021/1 - 2021/6

統計學助教

國立成功大學

  1. 撰寫授課講義並複習正課概念與架構,演示統計學概念,包含假設檢定、變異數分析、迴歸、無母數檢定。
  2. 釐清學生概念、證明統計命題、解答作業與考試問題。

2020/9 - 2021/6

研究助理

國立成功大學

  1. 輔助教授撰寫中華民國科技部計畫之研究,並撰寫為碩士論文。

2019/1 - 2019/6

工研院巨量資訊科技中心 實習生

財團法人工業技術研究院

執行資料標記,並與廠商討論資料類別標記標準。

學歷

國立成功大學

工業與資訊管理 (GPA: 3.98/4.3)

修課:數理統計、多變量分析、賽局理論 (A+)、資料探勘 (A) 、機器學習 (A+) 

論文 A Study on Estimating the Accuracies of Ensemble Models by Diversity Metrics

發表 Wong, T. T. and Chang, E. Y.. A Study on the Effectiveness of Diversity Metrics for Ensemble Algorithms. ( under review, Information Fusion)

2019/9 - 2021/7

國立清華大學

工學院學士班 化學工程、工業工程與工廠管理 (GPA: 3.2/4.3)

修課:線性代數 (A+) 、線性規劃 (A) 、實驗設計、品質管理、計算機程式語言 (A)

2014/9 - 2019/6

碩士論文

A Study on Estimating the Accuracies of Ensemble Models by Diversity Metrics

貢獻提升演算法預測能力 (10%) 減少組成模型數量

  1. 以自定義權重修改自適應增強演算法,提升演算法預測能力 10% (以兩獨立樣本檢定判定顯著性)。
  2. 自定義多樣性測度監督集成學習,並在固定集成模型預測能力下,減少所需組成模型數量,減少運算成本。

概述以組成模型對資料預測正確與否作為伯努利隨機變數,計算給定數量組成模型之各個伯努利隨機變數所構成隨機向量之機率質量函數,以此為根基建構能夠描述集成模型預測正確率、組成模型個別預測正確率、組成模型間多樣性之因子。其中,因子與充分統計量概念相近,蘊含描述前述三者之所需資訊。以下為主要研究成果:

  1. 證明多樣性測度無法監督集成學習(蘊含資訊量不足、自由度限制不足)。
  2. 給定多樣性測度幾何意義:高維空間中隨機向量於各個方向之投影。
  3. 提出測度修改機制,建立高穩健性集成模型,並使得集成模型多樣性與預測正確率之間關係顯著。

專案

2022/5 - 2022/5

以矩陣分解建構電影推薦系統(以 Python 開發)

以矩陣分解建構電影推薦推薦系統。

2022/4 - 2022/5

以梯度增強樹推薦信用卡消費類別/超大量資料搜尋(以 Python 開發)

透過資料特性將資料分割為 0.5 M 份子資料集合以減少搜索對象,並透過快速排序、雙指針、哈希表實現快速搜索。以 Light GBM 建構預測模型,以預測下個月特定商品顧客消費額前三名之商品。

2020/8 - 2021/6

自定義權重自適應提升集成模型(以 Python 開發)

以自定義權重調整組成模型參與集成之權重,提升集成模型演算法預測正確率、建構效率。並開發袋裝法、自適應提升、隨機森林,比較各個經典演算法與此演算法預測能力之差異。

2020/4 - 2020/6

廣義狄氏先驗貝氏分類器預測肺臟疾病(以 C 語言開發

以廣義狄氏分配描述 p(X) 、多項分配描述 p(y|X) ,進而透過共軛關係推算出 p(X|y) 所服從之分配,並以期望值估計其數值,進而提升樸素貝式分類器表現。

以 k-fold 架構透過統計檢定進行演算法效能評估、比較,挑選適當參數得到效能最佳之參數設定。

2019/12 - 2020/1

以 K 近鄰演算法預測乳腺癌(以 Basic 語言開發

以徑向基函數衡量相似性並作為基本模型預測結果權重,以預測給定特徵之病人其乳腺癌之良、惡性。

技能

程式語言

C
Python
Visual Basic

套件

Numpy, Pandas, Matplotlib
Scikit-Learn
TensorFlow

軟體

MATLAB
Minitab
SPSS
EXCEL

語言

Mandarin Chinese
Traditional Chinese
English

社團經歷

2015/6 - 2016/5

吉他社社長  •  國立清華大學

1. 舉辦吉他╳鋼琴飲品社聯合成果發表、與國立新竹教育大學舉辦聯合迎新活動。

2. 策劃夜間教育,包含文案創作、活動內容發想、解謎影片拍攝、剪接與後製。

3. 撰寫吉他營營歌。

4. 社區、學生酒吧、商業酒吧駐唱。

2014/9 - 2015/1

懷幼社社員  •  國立清華大學

於偏遠地區為弱勢學生進行課後輔導、日常照料。














Resume
Hồ sơ của tôi

張恩耀

[email protected]
0975578196

擅長技術

  • 論文:以多樣性測度估測集成模型預測正確率
  • 統計:統計推論、變異數分析、迴歸、無母數檢定、多變量分析
  • 資料探勘:特徵離散化、特徵萃取、徑向基函數、不平衡資料
  • 機器學習:法則學、狄氏先驗貝氏分類器、隨機森林、集成模型


工作經歷

2021/1 - 2021/6

統計學助教

國立成功大學

  1. 撰寫授課講義並複習正課概念與架構,演示統計學概念,包含假設檢定、變異數分析、迴歸、無母數檢定。
  2. 釐清學生概念、證明統計命題、解答作業與考試問題。

2020/9 - 2021/6

研究助理

國立成功大學

  1. 輔助教授撰寫中華民國科技部計畫之研究,並撰寫為碩士論文。

2019/1 - 2019/6

工研院巨量資訊科技中心 實習生

財團法人工業技術研究院

執行資料標記,並與廠商討論資料類別標記標準。

學歷

國立成功大學

工業與資訊管理 (GPA: 3.98/4.3)

修課:數理統計、多變量分析、賽局理論 (A+)、資料探勘 (A) 、機器學習 (A+) 

論文 A Study on Estimating the Accuracies of Ensemble Models by Diversity Metrics

發表 Wong, T. T. and Chang, E. Y.. A Study on the Effectiveness of Diversity Metrics for Ensemble Algorithms. ( under review, Information Fusion)

2019/9 - 2021/7

國立清華大學

工學院學士班 化學工程、工業工程與工廠管理 (GPA: 3.2/4.3)

修課:線性代數 (A+) 、線性規劃 (A) 、實驗設計、品質管理、計算機程式語言 (A)

2014/9 - 2019/6

碩士論文

A Study on Estimating the Accuracies of Ensemble Models by Diversity Metrics

貢獻提升演算法預測能力 (10%) 減少組成模型數量

  1. 以自定義權重修改自適應增強演算法,提升演算法預測能力 10% (以兩獨立樣本檢定判定顯著性)。
  2. 自定義多樣性測度監督集成學習,並在固定集成模型預測能力下,減少所需組成模型數量,減少運算成本。

概述以組成模型對資料預測正確與否作為伯努利隨機變數,計算給定數量組成模型之各個伯努利隨機變數所構成隨機向量之機率質量函數,以此為根基建構能夠描述集成模型預測正確率、組成模型個別預測正確率、組成模型間多樣性之因子。其中,因子與充分統計量概念相近,蘊含描述前述三者之所需資訊。以下為主要研究成果:

  1. 證明多樣性測度無法監督集成學習(蘊含資訊量不足、自由度限制不足)。
  2. 給定多樣性測度幾何意義:高維空間中隨機向量於各個方向之投影。
  3. 提出測度修改機制,建立高穩健性集成模型,並使得集成模型多樣性與預測正確率之間關係顯著。

專案

2022/5 - 2022/5

以矩陣分解建構電影推薦系統(以 Python 開發)

以矩陣分解建構電影推薦推薦系統。

2022/4 - 2022/5

以梯度增強樹推薦信用卡消費類別/超大量資料搜尋(以 Python 開發)

透過資料特性將資料分割為 0.5 M 份子資料集合以減少搜索對象,並透過快速排序、雙指針、哈希表實現快速搜索。以 Light GBM 建構預測模型,以預測下個月特定商品顧客消費額前三名之商品。

2020/8 - 2021/6

自定義權重自適應提升集成模型(以 Python 開發)

以自定義權重調整組成模型參與集成之權重,提升集成模型演算法預測正確率、建構效率。並開發袋裝法、自適應提升、隨機森林,比較各個經典演算法與此演算法預測能力之差異。

2020/4 - 2020/6

廣義狄氏先驗貝氏分類器預測肺臟疾病(以 C 語言開發

以廣義狄氏分配描述 p(X) 、多項分配描述 p(y|X) ,進而透過共軛關係推算出 p(X|y) 所服從之分配,並以期望值估計其數值,進而提升樸素貝式分類器表現。

以 k-fold 架構透過統計檢定進行演算法效能評估、比較,挑選適當參數得到效能最佳之參數設定。

2019/12 - 2020/1

以 K 近鄰演算法預測乳腺癌(以 Basic 語言開發

以徑向基函數衡量相似性並作為基本模型預測結果權重,以預測給定特徵之病人其乳腺癌之良、惡性。

技能

程式語言

C
Python
Visual Basic

套件

Numpy, Pandas, Matplotlib
Scikit-Learn
TensorFlow

軟體

MATLAB
Minitab
SPSS
EXCEL

語言

Mandarin Chinese
Traditional Chinese
English

社團經歷

2015/6 - 2016/5

吉他社社長  •  國立清華大學

1. 舉辦吉他╳鋼琴飲品社聯合成果發表、與國立新竹教育大學舉辦聯合迎新活動。

2. 策劃夜間教育,包含文案創作、活動內容發想、解謎影片拍攝、剪接與後製。

3. 撰寫吉他營營歌。

4. 社區、學生酒吧、商業酒吧駐唱。

2014/9 - 2015/1

懷幼社社員  •  國立清華大學

於偏遠地區為弱勢學生進行課後輔導、日常照料。