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于正龍
現於明志科大工作職稱為:AI工程師
擅長領域:數據分析,資料科學,機器學習,深度學習,強化學習,微積分，線性代數，統計，最佳化
台灣新竹縣
Email : [email protected]
Tel : 0986829086
Skill
python函式庫:
pandas,seaborn,matplotlib,
sklearn,xgboost,jax,tensorflow,
streamlit,numpy,keras.pytorch
其它工具:
R,C#,C++,SQLite,
AWS,github,Linux,
Azure,GCP,PowerBI,
Excel,Word,Drawio
相關證照
學歷
Tibame中央大學人工智慧應用工程師班, 學生 , 主修 Machine learning, 2018 ~ 2019
專題 : AI 雲端智慧選股系統(Python)
彰化師範大學, 學士學位, 工業教育(電機專長), 2012 ~ 2016
忠信高中, 高中文憑, 電機, 2009 ~ 2012
專題 AI 雲端智慧選股系統
專案流程
資料收集:使用pytho爬蟲爬取歷史金融數據,使用SQLite儲存資料
資料整理:使用numpy,pandas等套件整理數據,移除NA_value,填滿NA_value,或離群值處理
資料探索:繪圖套件seaborn,matplotlib,繪製scatter圖,直方圖觀察數據分布,或用.corr()方法觀察feature relation
工作經歷
明志科大, 人工智慧工程師, Apr 2019 ~ Jul 2022
1.Implemented algorithms combine wasserstein gan and adversarial discriminative domain adaptation Design a novel multi-objective regression algorithm to solve the problem of industrial process production volume prediction
2.using the idea of deep deterministic policy gradient and surrogate model optimazation develop an optimal engineering operations strategy to improve plant operations
3.using bidirectional encoder representations from transformers and simhash algorithms to implement a data-driven document search system replaces the company's existing rule-based expert system
家教網, 家庭教師, Sep 2018 ~ Apr 2019
數學/理化/英文 一對一教學
豪祐科技(Eaton UPS經銷商), 客服工程師, Nov 2017 ~ Jul 2018
UPS安裝/清潔/保養/故障排除,客戶關係維持
力成科技, 設備工程師, Sep 2016 ~ Jun 2017
IC製程封裝設備之維護保養和故障排除,主管交辦事項
專案與比賽經歷
1.中華郵政大數據競賽,
2.AI 雲端智慧選股系統(Tibame中央大學人工智慧工程師班結訓專案作品),
3.玉山人工智慧公開挑戰賽2019秋季賽 真相只有一個(信用卡盜刷偵測)(名次top5%)
4.Tomofun 狗音辨識 AI 百萬挑戰賽(名次top15%)
5.玉山人工智慧公開挑戰賽2021冬季賽 - 信用卡消費類別推薦(名次top3%)
于正龍
I have three years of work experience related to artificial intelligence
And the experience of machine learning application in the stock market
大數據分析,資料科學家,資料工程師,AI工程師
Taipei Special Municipality，TW
[email protected]
于正龍
現於明志科大工作職稱為:AI工程師
擅長領域:數據分析,資料科學,機器學習,深度學習,強化學習,微積分，線性代數，統計，最佳化
台灣新竹縣
Email : [email protected]
Tel : 0986829086
Skill
python函式庫:
pandas,seaborn,matplotlib,
sklearn,xgboost,jax,tensorflow,
streamlit,numpy,keras.pytorch
其它工具:
R,C#,C++,SQLite,
AWS,github,Linux,
Azure,GCP,PowerBI,
Excel,Word,Drawio
相關證照
學歷
Tibame中央大學人工智慧應用工程師班, 學生 , 主修 Machine learning, 2018 ~ 2019
專題 : AI 雲端智慧選股系統(Python)
彰化師範大學, 學士學位, 工業教育(電機專長), 2012 ~ 2016
忠信高中, 高中文憑, 電機, 2009 ~ 2012
專題 AI 雲端智慧選股系統
專案流程
資料收集:使用pytho爬蟲爬取歷史金融數據,使用SQLite儲存資料
資料整理:使用numpy,pandas等套件整理數據,移除NA_value,填滿NA_value,或離群值處理
資料探索:繪圖套件seaborn,matplotlib,繪製scatter圖,直方圖觀察數據分布,或用.corr()方法觀察feature relation
工作經歷
明志科大, 人工智慧工程師, Apr 2019 ~ Jul 2022
1.Implemented algorithms combine wasserstein gan and adversarial discriminative domain adaptation Design a novel multi-objective regression algorithm to solve the problem of industrial process production volume prediction
2.using the idea of deep deterministic policy gradient and surrogate model optimazation develop an optimal engineering operations strategy to improve plant operations
3.using bidirectional encoder representations from transformers and simhash algorithms to implement a data-driven document search system replaces the company's existing rule-based expert system
家教網, 家庭教師, Sep 2018 ~ Apr 2019
數學/理化/英文 一對一教學
豪祐科技(Eaton UPS經銷商), 客服工程師, Nov 2017 ~ Jul 2018
UPS安裝/清潔/保養/故障排除,客戶關係維持
力成科技, 設備工程師, Sep 2016 ~ Jun 2017
IC製程封裝設備之維護保養和故障排除,主管交辦事項
專案與比賽經歷
1.中華郵政大數據競賽,
2.AI 雲端智慧選股系統(Tibame中央大學人工智慧工程師班結訓專案作品),
3.玉山人工智慧公開挑戰賽2019秋季賽 真相只有一個(信用卡盜刷偵測)(名次top5%)
4.Tomofun 狗音辨識 AI 百萬挑戰賽(名次top15%)
5.玉山人工智慧公開挑戰賽2021冬季賽 - 信用卡消費類別推薦(名次top3%)
于正龍
I have three years of work experience related to artificial intelligence
And the experience of machine learning application in the stock market
大數據分析,資料科學家,資料工程師,AI工程師
Taipei Special Municipality，TW
[email protected]