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Data Scientist
4-6 years
6-10 years
10-15 years
More than 15 years
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Past
Career transition @Career Break
2024 ~ 2024
NLP Engineer / Data Scientist / Machine Learning Engineer
Within one month
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 two months
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)
Avatar of 陳惠龍.
Avatar of 陳惠龍.
Data science lecturer @Ittraining
2020 ~ Present
Data Scientist 資料科學家_數據分析師
Within one month
HUEY-LONG CHEN 陳惠龍 Kaggle Competitions Expert: https://www.kaggle.com/alanchen1115 Competitions: NLP (自然語言處理): - Silver medal (solo): (Kaggle) The Learning Agency Lab - PII Data Detection: Develop automated techniques to detect and remove PII from educational data. 2024/04/24 - Silver medal (solo): (Kaggle) U.S. Patent Phrase to Phrase Matching: Help Identify Similar Phrases in U.S. Patents, 2022/06/21 Recommendation system (推薦系統): - Silver medal (solo): (Kaggle) OTTO – Multi-Objective Recommender System: Build a
nlp-rasa
recommender system
pytorch tensorflow
Employed
Open to opportunities
Part-time / Interested in working remotely
More than 15 years
Purdue University
School of civil engineering (Stochastic & statistical hydrology)
Avatar of Emily Ledoux.
Avatar of Emily Ledoux.
Principal @Kin + Carta
2022 ~ Present
Director Data
Within one month
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 YANG MENG-HAN.
Avatar of YANG MENG-HAN.
Business Analyst @EPSON TAIWAN TECHNOLOGY & TRADE CO., LTD
2021 ~ Present
Data Analyst/Data Scientist
Within two months
every operational region. • Assessed parking lot value, consulted which one should be deprecated, where could develop new parking lot service. • Applied Airflow to ensure the stability and accuracy of data. Data Engineer • Breaktime INC. 四月十月 2019 • Crawled articles from different webs and constructed NLP model integrated text-CNN, Logistic, LightGBM, accuracy around 91%. • Analyzed content of articles to calculate content similarity, then recommended readers related articles to improve the click rate and pageview. • Interfaced with GA, dumped data to BigQuery then visualized data via Data Studio to help company partners grasping
python
machine learning
deep learning
Employed
Open to opportunities
Full-time / Interested in working remotely
4-6 years
台灣大學
生態學與演化生物學研究所
Avatar of Siao.
Avatar of Siao.
Machine Learning Engineer @現觀科技 Groundhog Technologies
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
魏孝全 Siao 專業設計量化問題的統計量,有數據模擬、建模、驗證的經驗。 長期研究中文的自然語言處理,近期工作是處理 Real-time bidding 相關的問題。 Taipei, Taiwan 工作經歷 Machine Learning Engineer • 現觀科技 Groundhog Technologies - Real-time bidding strategy in digital advertising. - Ad selection, Budget Controller - CTR model inference time speed up 40% - CTR model training time speed up 600% - De-anonymization, Historical
R
python
Clickhouse
Employed
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
國立政治大學
統計學
Avatar of Johnny Hsieh.
Avatar of Johnny Hsieh.
Founder @MorphusAI
2023 ~ Present
Nope
Within one month
Johnny Hsieh Department of Life Science, Tunghai University [email protected] • Taipei, Taiwan I am a seasoned data scientist with over 8 years of experience specializing in the application of deep learning techniques to solve real-world challenges. In 2016, I co-founded PxTag Co., a company dedicated to utilizing computer vision technology to enhance Instagram branding efforts. My role expanded as I took on the position of AI Director at a fintech startup, responsible for designing and implementing a machine learning system that evaluates customer ratings based on personal and market financial data.
Solidity
blockchain development
Docker
Employed
Not open to opportunities
Full-time / Not interested in working remotely
4-6 years
Avatar of Shangyu Huang.
Avatar of Shangyu Huang.
Data Scientist @Vizuro
Manager
Within one month
availability architecture with RabbitMQ, Redis, and Kubernetes. TPIsoftware - R&D Manager,2021//06 1. To lead a team building packages in Python of AI tools for the training, the inference, and the analysis. 2. To lead a team developing smart reply system based on NLP like the keyword extraction, embedding techniques and the reranking. 3. To lead a team to upgrade and to maintain Algorithm services of SysTalk.Chat ViewSonic - Sr. AI Developer,2020//10 1. To build models from data fused by Lidar and Camera to
AI & Machine Learning
Airflow
AWS
Employed
Not open to opportunities
Full-time / Interested in working remotely
6-10 years
National Taiwan University
Quantum Computation and Information Science and Technology
Avatar of the user.
Avatar of the user.
Deputy Data Team Lead @ALFRED SYSTEMS INC.
2022 ~ Present
數據分析師、資料科學家
Within six months
R
Python
BigQuery
Employed
Full-time / Interested in working remotely
6-10 years
東吳大學
資料科學
Avatar of the user.
Avatar of the user.
Data Scientist @Virgin Media
2018 ~ Present
Data Scientist
Within one year
R
SQL
Machine Learning
Full-time / Interested in working remotely
6-10 years
University of Southampton
Actuarial Science (1st class degree)

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Problem-Solving
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Adaptability
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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