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职场能力评价定义
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).
Data Scientist / AI Engineer
Keelung，TW
技能
nlp rasa/ llama2/ recommender system/ object detection/ segmentation/ tensorflow/ pytorch/ machine learning
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).
Data Scientist / AI Engineer
Keelung，TW