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國立台灣大學
Avatar of Patrick Hsu.
Avatar of Patrick Hsu.
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
Patrick Hsu AI Research & Development As a seasoned AI engineer with six years of experience, I specialize in computer vision, 3D body model reconstruction, generative AI, and possessing some knowledge in natural language processing (NLP). | New Taipei City, [email protected] Work Experience (6 years) Algorithm Research & Design• TG3D Studio MayPresent A skilled engineer specialized in computer vision and generative AI with experience in developing and training AI models for digital fashion applications. Body AI: Virtual Try On Integrated cutting-edge technologies such as Stable Diffusion, ControlNet, and Prompt Engineering to create a sophisticated system for
Python
AI & Machine Learning
Image Processing
Employed
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
Avatar of DboyLiao.
Avatar of DboyLiao.
Principal Engineer @Coretronic Corporation, 中強光電
2020 ~ 2022
Machine Learning Engineer
Within one month
Yin Chen, Liao (廖尹禎) [email protected] Experience Senior AI/Prompt Engineer, Empathia.ai , 2023 July - Present Prompts Engineering, LLM Output Evaluation and Optimization. Design prompts for NLP tasks to generate high quality specialized SOAP report for different specialists. Implement and maintain a streaming service for various AI-powered functionalities with Apache Kafka. Senior Data/ML Engineer, MobLab Inc., 2022 JulyJuly Algorithm Design: game data analysis, user clustering RESTful API development: extensive experience on FastAPI , along with asyncio . Large-Language-Model(LLM): Hands-on experiences on building GPT
Python
Linux
C++
Employed
Full-time / Interested in working remotely
6-10 years
國立台灣大學
經濟學

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Definition of Reputation Credits

Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
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Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
Within one year
國立台灣大學
2018 ~ 2019
台灣台北市
Professional Background
Current status
Studying
Job Search Progress
Professions
Data Scientist
Fields of Employment
Work experience
1-2 years work experience (Less than 1 year relevant)
Management
Skills
Python
R
tensorflow
pytorch
c++
monte carlo simulation
Deep Learning
Algorithms
multicharts
Languages
English
Fluent
Chinese
Native or Bilingual
Japanese
Beginner
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Positions
數據分析師,金融計量研究人員
Job types
Full-time
Locations
台灣台北
Remote
Interested in working remotely
Freelance
Educations
School
國立台灣大學
Major
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
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