CakeResume Talent Search

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Data Scientist
De 4 a 6 años
6-10 años
10-15 años
Más de 15 años
Avatar of 江易倫.
Avatar of 江易倫.
Past
Career transition @Career Break
2024 ~ 2024
NLP Engineer / Data Scientist / Machine Learning Engineer
En un mes
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
Desempleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
National Chengchi University
資訊科學系
Avatar of 李昀庭.
Avatar of 李昀庭.
AI Engineer @Playsee
2022 ~ Presente
資料分析師、資料科學家、產品經理
En un mes
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
Empleado
Listo para la entrevista
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
National Cheng Kung University
心理所(認知科學所)
Avatar of 陳惠龍.
Activo
Avatar of 陳惠龍.
Activo
Data science lecturer @Ittraining
2020 ~ Presente
Data Scientist 資料科學家_數據分析師
En un mes
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
Empleado
Abierto a oportunidades
A tiempo parcial / Interesado en trabajar a distancia
Más de 15 años
Purdue University
School of civil engineering (Stochastic & statistical hydrology)
Avatar of Emily Ledoux.
Avatar of Emily Ledoux.
Principal @Kin + Carta
2022 ~ Presente
Director Data
En un mes
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
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
University of Pennsylvania
Economics
Avatar of YANG MENG-HAN.
Avatar of YANG MENG-HAN.
Business Analyst @EPSON TAIWAN TECHNOLOGY & TRADE CO., LTD
2021 ~ Presente
Data Analyst/Data Scientist
En un mes
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
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
De 4 a 6 años
台灣大學
生態學與演化生物學研究所
Avatar of Chun Yu, Ko.
Avatar of Chun Yu, Ko.
Deputy Data Team Lead @ALFRED SYSTEMS INC.
2022 ~ Presente
數據分析師、資料科學家
En el plazo de dos meses
bringing innovation and value. I am confident that through teamwork and innovative thinking, we can collectively face challenges and drive sustained business growth and success. SKIILS A/B Testing, North Star Metric, Data Context, Metrics Design, User Journey, Data Studio, Dashboard, Visualization, SQL, Python, R, Text Mining, NLP, Funnel Analysis, Study Design, Natural Experiment, Causal Inference, Case-Control Study, Cohort Study, Potential Outcome Framework, Causal Discovery, Growth Strategy/Framework, Survey Design/Analysis, Thoughtful Execution Framework, Communication, Workshop Taipei, Taiwan ([email protected] https://github.com/
R
Python
BigQuery
Empleado
Abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
東吳大學
資料科學
Avatar of Siao.
Avatar of Siao.
Machine Learning Engineer @現觀科技 Groundhog Technologies
2020 ~ Presente
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
En un mes
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
Empleado
Abierto a oportunidades
A tiempo completo / No está interesado en trabajar a distancia
De 4 a 6 años
國立政治大學
統計學
Avatar of the user.
Avatar of the user.
Data Scientist @Vizuro
Manager
En un mes
AI & Machine Learning
Airflow
AWS
Empleado
No está abierto a oportunidades
A tiempo completo / Interesado en trabajar a distancia
6-10 años
National Taiwan University
Quantum Computation and Information Science and Technology
Avatar of the user.
Avatar of the user.
Performance Analyst @Ericsson
2014 ~ 2016
Data Scientist
En seis meses
R
SQL
Machine Learning
A tiempo completo / Interesado en trabajar a distancia
6-10 años
University of Southampton
Actuarial Science (1st class degree)
Avatar of the user.
Avatar of the user.
研發工程師 @中國醫藥大學附設醫院 - 人工智慧醫學診斷中心
2020 ~ Presente
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
En seis meses
AI & Machine Learning
Python
tensorflow
Empleado
A tiempo completo / Interesado en trabajar a distancia
6-10 años
國立臺灣大學(博士肄業)
資訊工程學系

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Problem-Solving
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Adaptability
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En un mes
Ph. D
Ittraining
2020 ~ Presente
台北市, 台灣
Professional Background
Situación actual
Empleado
Progreso en la búsqueda de empleo
Abierto a oportunidades
Professions
Data Scientist
Fields of Employment
Inteligencia Artificial / Aprendizaje Automático, Big Data (datos masivos)
Experiencia laboral
Más de 15 años
Management
I've had experience in managing 15+ people
Habilidades
nlp-rasa
recommender system
pytorch tensorflow
machine learning
Data Science
Natural Language Processing
Deep Learning
llama2
Idiomas
English
Profesional
Job search preferences
Posición
Data Scientist 資料科學家_數據分析師
Tipo de trabajo
A tiempo parcial
Ubicación
台灣台北市, 台灣新北市
A distancia
Interesado en trabajar a distancia
Freelance
Sí, soy un autónomo amateur.
Educación
Escuela
Purdue University
Mayor
School of civil engineering (Stochastic & statistical hydrology)
Imprimir
W9zypq6j7bexvjvdf5jo

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 recommender system based on real-world e-commerce sessions, 2023/02/08


- Bronze medal (solo):

(Kaggle) H&M Personalized Fashion Recommendations: Provide product recommendations based on previous purchases, 2022/05/10


Feature engineering (特徵工程):

- Silver medal (solo):

(Kaggle) 1st and Future - Player Contact Detection: Detect Player Contacts from Sensor and Video Data, 2023/03/03


AIGC (生成式AI):

- Bronze medal (solo):

(Kaggle) Stable Diffusion - Image to Prompts: Deduce the prompts that generated our "highly detailed, sharp focus, illustration, 3d renders of majestic, epic" images, 2023/05/16


Object detection (目標檢測):

- 4th place  (solo):

(Aidea AI CUP) 肺腺癌病理切片影像之腫瘤氣道擴散偵測競賽 I:運用物體偵測作法於找尋STAS, 2022/06/02


- Bronze medal  (team):

(Kaggle) VinBigData Chest X-ray Abnormalities Detection: Automatically localize and classify thoracic abnormalities from chest radiographs, 2021/03/30


Classification (影像分類):

- Bronze medal (solo):

(Kaggle) Human Protein Atlas - Single Cell Classification: Find individual human cell differences in microscope images, 2021/05/12


- 5th place (team):

(Aidea AI CUP) Mango grade classification, 2020/12/29. https://reurl.cc/V3aWb5


Segmentation (影像分割):

- Bronze medal (team):

(Kaggle) Understanding Clouds from Satellite Images: Can you classify cloud structures from satellites? 2019/11/19 


GAN (影像生成):

- Bronze medal (solo):

(Kaggle) Generative Dog Images: Experiment with creating puppy pics, 2019/08/29



Experience:

.10/2020- Ittraining data science lecturer

.08/2019- Data science lecturer for ITRI's AI vocational training class/ AI training lecturer for Taiwan water resources and agriculture research institute. 

.08/2001- 07/2019 Assistant professor/head to the department of cosmetic science and application, and department of environmental engineering, Lanyang Institute of Technology.

.01/2000- 07/2001 Vice CEO of the water resources management and policy research center, Tamkang University. 


Education:

.Ph.D.: School of Civil Engineering, Purdue University (12, 1999). Ph.D. Thesis: “Stochastic Characteristics of Hydrologic and Environmental Time Series”. 

.Master Degree: Graduate Institute of Water Resource and Environmental Engineering, Tamkang University (06, 1992). Master Thesis: “Studies on the Non-Gaussian and Non-Stationary Time Series”. 

.Bachelor Degree: Department of Chemical Engineering, National Taiwan University (06, 1990). 

      [email protected]

Data Scientist / AI Engineer
Keelung,TW

技能

nlp rasa/ llama2/ recommender system/ object detection/ segmentation/ tensorflow/ pytorch/ machine learning

Resume
Perfil
W9zypq6j7bexvjvdf5jo

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 recommender system based on real-world e-commerce sessions, 2023/02/08


- Bronze medal (solo):

(Kaggle) H&M Personalized Fashion Recommendations: Provide product recommendations based on previous purchases, 2022/05/10


Feature engineering (特徵工程):

- Silver medal (solo):

(Kaggle) 1st and Future - Player Contact Detection: Detect Player Contacts from Sensor and Video Data, 2023/03/03


AIGC (生成式AI):

- Bronze medal (solo):

(Kaggle) Stable Diffusion - Image to Prompts: Deduce the prompts that generated our "highly detailed, sharp focus, illustration, 3d renders of majestic, epic" images, 2023/05/16


Object detection (目標檢測):

- 4th place  (solo):

(Aidea AI CUP) 肺腺癌病理切片影像之腫瘤氣道擴散偵測競賽 I:運用物體偵測作法於找尋STAS, 2022/06/02


- Bronze medal  (team):

(Kaggle) VinBigData Chest X-ray Abnormalities Detection: Automatically localize and classify thoracic abnormalities from chest radiographs, 2021/03/30


Classification (影像分類):

- Bronze medal (solo):

(Kaggle) Human Protein Atlas - Single Cell Classification: Find individual human cell differences in microscope images, 2021/05/12


- 5th place (team):

(Aidea AI CUP) Mango grade classification, 2020/12/29. https://reurl.cc/V3aWb5


Segmentation (影像分割):

- Bronze medal (team):

(Kaggle) Understanding Clouds from Satellite Images: Can you classify cloud structures from satellites? 2019/11/19 


GAN (影像生成):

- Bronze medal (solo):

(Kaggle) Generative Dog Images: Experiment with creating puppy pics, 2019/08/29



Experience:

.10/2020- Ittraining data science lecturer

.08/2019- Data science lecturer for ITRI's AI vocational training class/ AI training lecturer for Taiwan water resources and agriculture research institute. 

.08/2001- 07/2019 Assistant professor/head to the department of cosmetic science and application, and department of environmental engineering, Lanyang Institute of Technology.

.01/2000- 07/2001 Vice CEO of the water resources management and policy research center, Tamkang University. 


Education:

.Ph.D.: School of Civil Engineering, Purdue University (12, 1999). Ph.D. Thesis: “Stochastic Characteristics of Hydrologic and Environmental Time Series”. 

.Master Degree: Graduate Institute of Water Resource and Environmental Engineering, Tamkang University (06, 1992). Master Thesis: “Studies on the Non-Gaussian and Non-Stationary Time Series”. 

.Bachelor Degree: Department of Chemical Engineering, National Taiwan University (06, 1990). 

      [email protected]

Data Scientist / AI Engineer
Keelung,TW

技能

nlp rasa/ llama2/ recommender system/ object detection/ segmentation/ tensorflow/ pytorch/ machine learning