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ACER 宏碁股份有限公司
Coretronic Corporation, 中強光電
Empathia.ai
中央研究院
亞迪電子
元鼎音訊
廣達電腦
適着三維科技股份有限公司 TG3D Studio Inc.
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國立台灣大學
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Available for paid companies
Algorithm Research & Development @適着三維科技股份有限公司 TG3D Studio Inc.
・
2021 ~ Present
Software Engineer
Within one month
Python
AI & Machine Learning
Image Processing
Employed
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Ready to interview
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
生物產業機電工程所
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DboyLiao
Principal Engineer @Coretronic Corporation, 中強光電
・
2020 ~ 2022
Machine Learning Engineer
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SLAM system development Large scale business strategic analysis with Spark Senior Software Developer, Wuduker Inc., JanuaryOctober 2020 iSchedule, a preference aware scheduling system. Responsible for designing RESTful API, database schema and core scheduling solver Anomaly detection system with Deep Metric Learning Develop deep learning model with PyTroch and PyTorch-Lightning Consulting service. Including Spark pipeline optimization, deep learning model development and general Python/C++ development Machine Learning Engineer, Pinkoi Inc., DecemberDecember 2019 Recommendation System, including item-based/store-based recommendation, keyword suggestion, making significant improvement on recommendation quality and coverage. Machine
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經濟學
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張維麟
演算法開發工程師 @亞迪電子
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國立台灣大學
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物理研究所

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Within one year
Avatar of Lau Zhen Kang.
Lau Zhen Kang
國立台灣大學
・
2018 ~ 2019
台灣台北市
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Data Scientist
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數據分析師，金融計量研究人員
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台灣台北
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國立台灣大學
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經濟系
Print
Rovuozxfvs2jpc87zmo1

劉鎮慷 Zhen-Kang Lau

• 經濟本科背景並具有良好的程式能力

• 兩年以上編寫程式以及量化分析研究的經驗 

• 擅長利用程式進行金融與經濟資料分析 

• 具有優化程式演算法以加速程式運行速度之經驗 

• 目前嘗試把機器學習技法應用在策略開發上

數據分析師，金融計量研究人員
台北，台灣
[email protected]

技能

程式

C++, Ptyhon, R, Matlab, MultiCharts, PyTorch, TensorFlow

學歷

國立台灣大學, 碩士學位, 經濟系, 2016 ~ 2020

• 程式相關課程: 演算法, 資料結構與程式設計 

• 統計相關課程: 時間序列分析, 計量理論, 內生性計量經濟分析 

• 經濟相關課程: 應用財務計量經濟學, 總體經濟計算

國立台灣大學, 學士學位, 經濟系(哲學系輔系), 2012 ~ 2016



工作經歷

國立台灣大學, 研究助理, Sep 2018 ~ Dec 2019

• 撰寫程式並執行蒙地卡羅模擬結果
• 分析結果及問題並提出可能的解決方法
• 提高交叉驗證(Cross validation) 的運行效率達兩倍以上

策略研究

停損點自動停損系統(連結)

• 利用過去交易資料自動調整為最適的停損點 

• 能有效降低超參數對最後報酬的影響

斜率逆勢策略

• 利用線性模型估序列斜率 

• 透過斜率的變化作為買進以及賣出的訊號

Resume
Profile
Print
Rovuozxfvs2jpc87zmo1

劉鎮慷 Zhen-Kang Lau

• 經濟本科背景並具有良好的程式能力

• 兩年以上編寫程式以及量化分析研究的經驗 

• 擅長利用程式進行金融與經濟資料分析 

• 具有優化程式演算法以加速程式運行速度之經驗 

• 目前嘗試把機器學習技法應用在策略開發上

數據分析師，金融計量研究人員
台北，台灣
[email protected]

技能

程式

C++, Ptyhon, R, Matlab, MultiCharts, PyTorch, TensorFlow

學歷

國立台灣大學, 碩士學位, 經濟系, 2016 ~ 2020

• 程式相關課程: 演算法, 資料結構與程式設計 

• 統計相關課程: 時間序列分析, 計量理論, 內生性計量經濟分析 

• 經濟相關課程: 應用財務計量經濟學, 總體經濟計算

國立台灣大學, 學士學位, 經濟系(哲學系輔系), 2012 ~ 2016



工作經歷

國立台灣大學, 研究助理, Sep 2018 ~ Dec 2019

• 撰寫程式並執行蒙地卡羅模擬結果
• 分析結果及問題並提出可能的解決方法
• 提高交叉驗證(Cross validation) 的運行效率達兩倍以上

策略研究

停損點自動停損系統(連結)

• 利用過去交易資料自動調整為最適的停損點 

• 能有效降低超參數對最後報酬的影響

斜率逆勢策略

• 利用線性模型估序列斜率 

• 透過斜率的變化作為買進以及賣出的訊號