CakeResume Talent Search

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6-10 years
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More than 15 years
Avatar of Emily Ledoux.
Avatar of Emily Ledoux.
Principal @Cascade Data Labs
2016 ~ 2022
Director Data
Within two months
Emily Ledoux Delivery Principal Seasoned Delivery Principal in the Data Practice. Focused on designing robust, scalable data ecosystems in the cloud to feed insights and data visualizations. Well-rounded consultant with experience spanning sales, recruiting, and delivery. Proven Delivery & Client Lead. Portland, OR, USA https://www.linkedin.com/in/emily-ledoux/ Work Experience JanuaryPresent Principal Data Architect Kin + Carta Delivery or Client Lead for over 25 resources, including direct reports, delivery oversight, hours tracking, QBRs, onboarding management, budget ownership and related responsibilities. Cloud Architect, designing Azure and
PowerPoint
Word
Excel
Employed
Open to opportunities
Full-time / Interested in working remotely
6-10 years
University of Pennsylvania
Economics
Avatar of Sean Lee.
Avatar of Sean Lee.
Senior Analyst, Software Engineer @Synpulse Taiwan Ltd. | 星普思管理諮詢有限公司
2022 ~ Present
Software Developer
Within one month
李仕航 Sean Lee About me • Capable in multiple programming languages, such as Python, Java, C#, etc. •With mature database management skills, including SQL and NoSQL DB • Experience with development tools, like Visual studio, Azure, Git, Gira •With knowledge of web development, including HTML, CSS, ASP.NET, Javascript, React.js • With AI related knowledge, including NLP, machine learning and data manipulation •Be able to pick up new skills and stay updated of emerging technologies Taipei, Taiwan Contact Email: [email protected] Mobile:LinkedIn: https://www.linkedin.com/in
JavaScript
ASP.NET MVC
HTML5
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
Queensland University of Technology(昆士蘭科技大學)
Computer Science
Avatar of the user.
Avatar of the user.
Customer Engineer @iKala 愛卡拉互動媒體股份有限公司
2022 ~ Present
Within two months
nlp machine learning
+python
AI & Machine Learning
Employed
Full-time
4-6 years
國立中央大學
認知與神經科學所
Avatar of the user.
Avatar of the user.
Senior Backend Developer @KryptoGO., Ltd.
2019 ~ 2020
Senior Backend Engineer
Within three months
Golang
Git
Docker
Employed
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National TSING HUA University
Institute of Communications Engineering
Avatar of 宋浩茹 Ellie Sung.
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
宋浩茹 Hao-Ru Sung| [email protected] | LinkedIn | GitHub A s a Research Assistant at Academia Sinica , specializing in Generative AI research and application. With 3 + years of experience in NLP a nd Machine Learning , along with 4+ years in Backend Development . Proficient at translating complex theories into practical applications. Skills Languages: Python, R, SQL, MATLAB, C, C#, JavaScript, Node.js Software & Tools: PyTorch, PyTorch Lightning, Tensorflow, Scikit-Learn, NLTK , GCP, Linux, SQL / NoSQ , Pandas, Hugging Face, Gradio, LangChain, Tensorflow, Keras, FastAPI, OpenCV, Airflow
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 the user.
Avatar of the user.
Founder @MyDearTeacher
2014 ~ 2022
Data, backend or project management
Within six months
Python
Machine Learning
Deep Learning
Employed
Full-time / Interested in working remotely
6-10 years
University of Colorado Boulder
Data Science
Avatar of Hafiza Anam Masood.
Avatar of Hafiza Anam Masood.
Sessional Assistant @Victoria University of Wellington
2022 ~ 2023
Researcher, Lecturer
Within six months
Hafiza Anam Masood I am a highly ambitious and self-driven individual skilled in Advanced Quantitative Research and Applied Methodology, currently immersed in a cutting-edge research project utilizing machine learning and NLP. Certified in Python for Financial Programming and Data Science Tools, complemented by practical insights from an Ethical Finance internship. Completed the Cambridge Islamic Finance Structuring Master, showcasing a global perspective. Proven proficiency in diverse Python projects, eager to contribute to impactful educational endeavors. https://www.linkedin.com/in/hafiza-anam-masood-ba7b09121 , Email: drhafizaanam@gmail.
Microsoft Office
Python
Quantitative Research
Studying
Full-time / Interested in working remotely
6-10 years
University of Management and Technology - UMT
Avatar of Ryan Chen.
Avatar of Ryan Chen.
Software Engineer @CakeResume
2022 ~ Present
Software Engineer
Within one month
analytics tools and event tracking systems. Spearheaded the integration of Strapi (a content management system), enhancing the team's ability to quickly produce pages and distribute content . Pioneered the integration of LLM model API services. Research Assistant, Academia Sinica 11//2020 Conducted research in deep learning-based Natural Language Processing (NLP), exploring innovative approaches in machine learning. Experimented with various training methods and models, including multi-task learning and language models such as BERT. Authored a publication titled "Detecting Deceptive Language in Crime Interrogation". Investigated Memory Networks and applied them to develop
React
TypeScript
JavaScript
Reputation Credits1
Employed
Not open to opportunities
Full-time / Interested in working remotely
10-15 years
National Taiwan University
Computer Science and Information Engineering
Avatar of 江易倫.
Active
Avatar of 江易倫.
Active
Past
Career transition @Career Break
2024 ~ 2024
NLP Engineer / Data Scientist / Machine Learning Engineer
Within one month
江易倫 Data Scientist | Python | SQL | NLP | GenAI 具備5年以上程式撰寫能力,擅長Python、SQL與Linux 擅長資料清洗、分析與分類貼標 具有自然語言處理與研究經驗 大型語言模型LLM及生成式AI訓練與使用經驗 RAG技術使用與知識庫建立經驗 過往研究專案 中華電信智能標籤案
Python
SQL
NLP
Unemployed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Chengchi University
資訊科學系
Avatar of 李昀庭.
Avatar of 李昀庭.
AI Engineer @Playsee
2022 ~ Present
資料分析師、資料科學家、產品經理
Within one month
李昀庭 Data scientist Taiwan 技能 Machine learning and Engineering skills: Python, Big Query, Google Storage, Linux, Docker, GCP, AWS, Scikit-learn, Tensorflow, Pytorch, MLOps, FastAPI, Machine Learning, Deep Learning, Computer Vision, NLP Experimental design, Project management, Product design English - TOEIC 725 工作經歷 AI工程師 Playsee NovPresent Taipei, Taiwan 自動化標註推薦系統 設計並實踐架構取代25個標註者並及時標記和篩選視頻審核內容。 設計並優化影片
Python
Project Management
Strategic Thinking
Employed
Ready to interview
Full-time / Interested in working remotely
4-6 years
National Cheng Kung University
心理所(認知科學所)

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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.
Within one month
Data Scientist | Python | SQL | NLP | GenAI
Career Break
2024 ~ 2024
台中市, 台灣
Professional Background
Current status
Unemployed
Job Search Progress
Ready to interview
Professions
Big Data Engineer, Data Engineer, Data Scientist
Fields of Employment
Big Data, Robotics, Artificial Intelligence / Machine Learning
Work experience
4-6 years
Management
None
Skills
Python
SQL
NLP
Languages
Japanese
Fluent
English
Intermediate
Job search preferences
Positions
NLP Engineer / Data Scientist / Machine Learning Engineer
Job types
Full-time
Locations
台中市, 台灣
Remote
Interested in working remotely
Freelance
No
Educations
School
National Chengchi University
Major
資訊科學系
Print

江易倫

Data Scientist | Python | SQL | NLP | GenAI

具備5年以上程式撰寫能力,擅長Python、SQL與Linux
擅長資料清洗、分析與分類貼標
具有自然語言處理與研究經驗
大型語言模型LLM及生成式AI訓練與使用經驗
RAG技術使用與知識庫建立經驗

過往研究專案

中華電信智能標籤案資料建模
- 用戶瀏覽網頁喜好分類並進行廣告投放

全聯與各銷售通路關聯分析
- 各通路銷額銷量排行與使用桑基圖觀察忠實客戶的流動

果實媒體爬蟲網頁標籤建模
- 用戶瀏覽網頁爬取並進行關鍵字爬取與分類貼標

iCHEF交易明細資料餐廳貼標建模分析
- 各類餐飲在不同指標(日期、地區、用餐方式等)的呈現

發票通路研究系統指標建模
- 各通路發票銷售產品分類與各項指標下相互比較

聊天機器人搭配生成式AI協助開發
- 建構專業知識的聊天機器人供用戶查詢專業知識

工作經歷


三月 2024 - 四月 2024
Taipei, Taiwan

Career transition

Career Break


十一月 2023 - 三月 2024
Taipei, Taiwan

資料分析師

帝緯

  • 聊天機器人:
    - 生成式AI語言模型選擇與測試
    - 模型輔助回答的知識庫資料建立與清整
    - 利用模型建立大量測試問答模擬實際問答
    - 用戶問題過濾與評估模型回答結果
    - 藉由RAGAs讓模型自我評估

    模型訓練:
    - 微調MacBERT使其具有糾錯字能力
    - 微調MacBERT使其具有簡繁轉換能力

十月 2018 - 九月 2023
Taipei, Taiwan

資訊工程師

EOL GROUP (東方線上集團)

  • 工作專長
    python、MySQL、Linux
    中文文字分析與作者歸屬
    社群網路分析研究
    網路爬蟲與資料彙整


    過往研究專案
    中華電信智能標籤案資料建模
    - 用戶瀏覽網頁喜好分類並進行廣告投放
    全聯與各銷售通路關聯分析
    - 各通路銷額銷量排行與使用桑基圖觀察忠實客戶的流動
    果實媒體爬蟲網頁標籤建模
    - 用戶瀏覽網頁爬取並進行關鍵字爬取與分類貼標
    iCHEF交易明細資料餐廳貼標建模分析
    - 各類餐飲在不同指標(日期、地區、用餐方式等)的呈現
    發票通路研究系統指標建模
    - 各通路發票銷售產品分類與各項指標下相互比較

學歷


2015 - 2017

National Chengchi University

資訊科學系

Skills: 資料庫 · C++ · R · SQL · Linux

2011 - 2015

Feng Chia University

資訊工程學系

Skills: Python · sql

技能


  • Python
  • SQL
  • NLP

語言


  • Japanese — 進階
  • English — 中階
Resume
Profile

江易倫

Data Scientist | Python | SQL | NLP | GenAI

具備5年以上程式撰寫能力,擅長Python、SQL與Linux
擅長資料清洗、分析與分類貼標
具有自然語言處理與研究經驗
大型語言模型LLM及生成式AI訓練與使用經驗
RAG技術使用與知識庫建立經驗

過往研究專案

中華電信智能標籤案資料建模
- 用戶瀏覽網頁喜好分類並進行廣告投放

全聯與各銷售通路關聯分析
- 各通路銷額銷量排行與使用桑基圖觀察忠實客戶的流動

果實媒體爬蟲網頁標籤建模
- 用戶瀏覽網頁爬取並進行關鍵字爬取與分類貼標

iCHEF交易明細資料餐廳貼標建模分析
- 各類餐飲在不同指標(日期、地區、用餐方式等)的呈現

發票通路研究系統指標建模
- 各通路發票銷售產品分類與各項指標下相互比較

聊天機器人搭配生成式AI協助開發
- 建構專業知識的聊天機器人供用戶查詢專業知識

工作經歷


三月 2024 - 四月 2024
Taipei, Taiwan

Career transition

Career Break


十一月 2023 - 三月 2024
Taipei, Taiwan

資料分析師

帝緯

  • 聊天機器人:
    - 生成式AI語言模型選擇與測試
    - 模型輔助回答的知識庫資料建立與清整
    - 利用模型建立大量測試問答模擬實際問答
    - 用戶問題過濾與評估模型回答結果
    - 藉由RAGAs讓模型自我評估

    模型訓練:
    - 微調MacBERT使其具有糾錯字能力
    - 微調MacBERT使其具有簡繁轉換能力

十月 2018 - 九月 2023
Taipei, Taiwan

資訊工程師

EOL GROUP (東方線上集團)

  • 工作專長
    python、MySQL、Linux
    中文文字分析與作者歸屬
    社群網路分析研究
    網路爬蟲與資料彙整


    過往研究專案
    中華電信智能標籤案資料建模
    - 用戶瀏覽網頁喜好分類並進行廣告投放
    全聯與各銷售通路關聯分析
    - 各通路銷額銷量排行與使用桑基圖觀察忠實客戶的流動
    果實媒體爬蟲網頁標籤建模
    - 用戶瀏覽網頁爬取並進行關鍵字爬取與分類貼標
    iCHEF交易明細資料餐廳貼標建模分析
    - 各類餐飲在不同指標(日期、地區、用餐方式等)的呈現
    發票通路研究系統指標建模
    - 各通路發票銷售產品分類與各項指標下相互比較

學歷


2015 - 2017

National Chengchi University

資訊科學系

Skills: 資料庫 · C++ · R · SQL · Linux

2011 - 2015

Feng Chia University

資訊工程學系

Skills: Python · sql

技能


  • Python
  • SQL
  • NLP

語言


  • Japanese — 進階
  • English — 中階