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Taipei City, Taiwan
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曾任
外包-全端工程師 @艾力克電機
2023 ~ 2023
前端工程師、後端工程師、全端工程師
兩個月內
研究案,ICD國際疾病碼之人工智慧學習的產學合作案子。加入時案子已經有一定進展,主要是跟學長們一起思考如何加速演算法的流程。 SideProject 時數填寫平台 開發一個能幫助學生填報時數的平台,每天會自動化啟動一次這項服務。平台主要是透過
Word
Excel
程式設計
待业中
正在积极求职中
Intern / 对远端工作有兴趣
4 到 6 年
國立雲林科技大學
資訊管理系
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Sr. Full Stack Engineer @類神經網路股份有限公司
2021 ~ 现在
資深程式設計師
一個月內
Android
Windows
Linux
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全职 / 对远端工作有兴趣
6 到 10 年
輔仁大學 Fu Jen Catholic University
Computer Science and Information Engineering
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Avatar of Liz Li.
曾任
Product Manager @TG3D Studio
2023 ~ 2023
市場調查、市場分析、商業分析、資料分析
一個月內
體 (人體掃描機) 物料採購、庫存控管、出貨測試 ・權限管理: 開設客戶帳號及開通平台功能,確認符合訂單所需 # 人體掃描 # AI 演算法 # 3D 動畫 # 數位時尚(服裝, 布料數位化, 藝術創作) Product Manager • 雄獅資訊科技股份有限公司 九月一月 2023 ・專案管理: 了解新事
Gitmind
Figma
Redmine
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正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
National Taipei University of Business 國立台北商業大學
商品創意經營學系
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Avatar of Justin Liu.
Manager @GOMAJI 夠麻吉
2017 ~ 现在
Project Lead / Tech Lead / Team Lead / Technical Manager
一個月內
CI/CD systems and designed internal software processes, communicating closely with executive leadership. (2) Achievement: Enhanced IT infrastructure flexibility and scalability, improved system reliability and operational efficiency, reduced costs. 4. Data Platform and Personalized Recommendation System: (1) Responsibility: Built AWS data platform including ETL, data warehousing, and lakes. Led development of a personalized recommendation system using AWS Personalize, custom algorithm and Generative AI, e.g. OpenAI, Genimi. (2) Achievement: Boosted customer conversion rates by 2% through detailed customer profiles and targeted insights. 5. Research and Training on...
Team Lead
Management Team
Cloud Architecture
就职中
正在积极求职中
全职 / 对远端工作有兴趣
10 到 15 年
Shih Hsin University
Management Information Systems, General
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產品經理PM Product Manager @轉客來策略行銷顧問有限公司
2020 ~ 2024
PM, 數據分析師, 廣告優化師
一個月內
Microsoft Office
Canva
ClickUp
待业中
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年
Fu Jen Catholic University
企業管理學系
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主任工程師 @創奕能源科技股份有限公司
2023 ~ 现在
軟體工程師
一個月內
Javascript(ES6)
Node.js
React.js
就职中
正在积极求职中
全职 / 对远端工作有兴趣
10 到 15 年
大華科技大學
電子工程系
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Product Manager @東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.)
2023 ~ 2023
Data Scientist, Data Analyst, Machine Learning Engineer
一個月內
4. Project Leader Assistant Researcher • 東元電機股份有限公司 (TECO Electric & Machinery Co. Ltd.) FebruaryDecemberIndustrial Induction Motor Designer 2. R&D 3. Quotation and Engineering Consultant 4. Instructor of Oversea's Quotation and Engineering Department Side Project Genetic Algorithm Electrical Motor Design Program This project is going to establish a program that can maximize the power density of electrical motor. This program can automatically design an electrical motor that has a lighter weight but the highest efficiency. Initialization: The motor design parameters become the genetic parameters
Python
Power BI
Data Analytics
就职中
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年
國立成功大學 National Cheng Kung University
Mechanical Engineering
Avatar of Ted Li.
Avatar of Ted Li.
曾任
Senior Firmware Engineer @Artesyn Embedded Technologies
2019 ~ 2022
韌體工程師/軟體工程師/控制工程師/演算法工程師/
一個月內
Ted Li Senior Firmware Engineer Over 6 years of firmware/software development expertise as a Senior Firmware Engineer, specializing in embedded systems, cross- functional projects, and RL-optimizations. Driving global technical innovations and training. New Taipei City, Taiwan [email protected] https://github.com/armcortex https://www.linkedin.com/in/ted-li/ https://about.armcortex.cc/ Skill Programming C/C++ Python Bash SQL AI (PyTorch, TensorFlow, Keras) Tool RTOS Embedded System Git Docker/Docker Compose
C
Python
C/C++
待业中
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年
日本電氣通信大學 The University of Electro-Communications (UEC)
Robotics Engineering
Avatar of Ting-Jui Hsu.
Avatar of Ting-Jui Hsu.
Software Engineer @Klarna
2019 ~ 2023
Software Engineer
一個月內
Cloud - Developed an internal web-tool for blue-green deployment - Contributed to the integration of single sign-on for the Ingenious SaaS Platform, utilising Keycloak and OAuth 2.0 for user authentication Research Scientist • Forschungszentrum Jülich DecemberMayConducted simulations of quantum computing based on the physical model with C++ and parallel computing techniques - Designed algorithms which improved the performance of quantum computing when solving optimisation tasks - Published a journal article on the topic of quantum annealing Research Assistant • Forschungszentrum Jülich JanuaryJuneDeveloped a simulation program(C++) with revised mathematical methods - Clarified the relation bet...
JavaScript
Node.js
React.js
就职中
正在积极求职中
全职 / 对远端工作有兴趣
4 到 6 年
RWTH Aachen University
Simulation Sciences
Avatar of Chang, Chung-Ho.
Avatar of Chang, Chung-Ho.
Senior Software Engineer @CPC Corporation, Taiwan
2018 ~ 现在
Sr. Software Engineer, Project Manager
兩個月內
as an internal technical instructor, elucidating advanced features of C#. I optimized database tables for normalization while meeting web presentation needs, enhancing system stability without the need for constant oversight. At Neux, I utilized Java and JavaScript to integrate the Google Maps library and AI shortest path algorithms, providing time-efficient travel routes. My responsibilities included internal system maintenance, Corporate Client System establishment involving HTTPS certificate setup, automated deployment of web applications, creating high-availability architectures, vulnerability scanning patching, and project load testing. My inclination towards problem-solving led me to be among the earliest
C#.NET development
T-SQL
Vue.js
就职中
正在积极求职中
全职 / 对远端工作有兴趣
6 到 10 年
San Diego State University

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问题解决能力
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超過一年
中國平安人壽保險股份有限公司
2020 ~ 2021
专业背景
目前状态
待业中
求职阶段
专业
财务工程师, 数据科学家, 机器学习工程师
产业
保险, 投资管理
工作年资
2 到 4 年
管理经历
我有管理 1~5 人的经验
技能
Python
Machine Learning
Deep Learning
C++
语言能力
Chinese
母语或双语
求职偏好
希望获得的职位
预期工作模式
全职
期望的工作地点
台灣台北, 香港, 中國上海市上海
远端工作意愿
对远端工作有兴趣
接案服务
是,我利用业余时间接案
学历
学校
北京清華大學
主修科系
五道口金融學院
列印

 

Wang Shao-An

AI Algorithm Engineer with 2+ Years in the Financial Industry

 [email protected]

+886963513711

I am interested in applying software development and producing tools for business requirements in the financial sector. Includes building portfolio, asset allocation, multi-asset index with the quantitative method, and developing tools for processing financial data or analytics. I expect to use python development experience to create value for portfolio construction, process automation, database management

EXPERIENCE

AI Algorithm Engineer  •  Ping An of China Asset Management

Jul.2020 - Nov.2021

Financial Forecasting
Created an intelligent financial forecasting platform based on the valuation models and combined the machine learning model for financial indicator forecast
Risk Contagion
Built Risk Contagion Model (GNN) between companies and improved the Bond Risk Warning Model
Knowledge Graph
Maintain knowledge graph database for Risk Contagion Model
Financial Fraud
Established a machine learning model (XGBoost) and predicted the severity of the company's financial report whitewashing
Smart Search
Converted various financial report styles received by investment banks from clients into a specified standard financial report
Finance Converters
Built the NLP model to disassemble the search semantics, and give different personalized responses to the user's search content, such as precision, sentences, landing pages, page cards, etc.


Quantitative Strategy Engineer  •  Franklin Securities Investment Advisory Co., Ltd

Apr.2019 - Jun.2020

Asset Allocation Model
Developed Asset Allocation Model。We Chose Black Litterman Model with the view matrix built by the machine learning model(XGBoost、LSTM、SVM)
Database Maintenance
Extracted data from Bloomberg API (blpapi) and Wind API (WindPy) and maintained MySQL database
Forecasting Index
Established market index prediction model for view matrix (XGboost、LSTM、SVM)
Robo-Advisor Monitors
Provided investors with automatic alarm and monitoring system, including five parts (1) major asset monitoring (2) portfolio monitoring (3) single fund monitoring (4) risk control rules monitoring (5) irregular position adjustment monitoring

EDUCATION

Sep.2017 – Jan.2018

Tsinghua UniversityPBC School of Finance, Beijing                

Master of Finance‧Exchange Program

Sep.2015 – Jan.2018

National ChengChi University, Taiwan

Master of Economics

Sep.2011 – Jun.2015

National Dong Hwa University, Taiwan

Bachelor of Finance 

SKILLS

Programming

Python

  • Numpy、Pandas

  • XGboost、Scikit-learn、statsmodels、Keras、Tensorflow、Pytorch

  • Sqlalchemy、Hive、py2neo、blpapi、WindPy、AWS S3、Aliyun OSS

  • Flask、FastAPI、Django

  • Git Version control、Linux Commands、Docker (deploy images/containers)

AI & Econometrics 

Python

  • RNN、CNN、LSTM、XGBoost、Time series (GARCH set)、Logit regression、SVM、Decision Tree、Random Forest

  • Word Embedding、Word2Vec、Transformer、Informer

Financial database

  • Bloomberg、Wind、Datastream、Thomson Reuters、WRDS、Bankscope

简历
个人档案

 

Wang Shao-An

AI Algorithm Engineer with 2+ Years in the Financial Industry

 [email protected]

+886963513711

I am interested in applying software development and producing tools for business requirements in the financial sector. Includes building portfolio, asset allocation, multi-asset index with the quantitative method, and developing tools for processing financial data or analytics. I expect to use python development experience to create value for portfolio construction, process automation, database management

EXPERIENCE

AI Algorithm Engineer  •  Ping An of China Asset Management

Jul.2020 - Nov.2021

Financial Forecasting
Created an intelligent financial forecasting platform based on the valuation models and combined the machine learning model for financial indicator forecast
Risk Contagion
Built Risk Contagion Model (GNN) between companies and improved the Bond Risk Warning Model
Knowledge Graph
Maintain knowledge graph database for Risk Contagion Model
Financial Fraud
Established a machine learning model (XGBoost) and predicted the severity of the company's financial report whitewashing
Smart Search
Converted various financial report styles received by investment banks from clients into a specified standard financial report
Finance Converters
Built the NLP model to disassemble the search semantics, and give different personalized responses to the user's search content, such as precision, sentences, landing pages, page cards, etc.


Quantitative Strategy Engineer  •  Franklin Securities Investment Advisory Co., Ltd

Apr.2019 - Jun.2020

Asset Allocation Model
Developed Asset Allocation Model。We Chose Black Litterman Model with the view matrix built by the machine learning model(XGBoost、LSTM、SVM)
Database Maintenance
Extracted data from Bloomberg API (blpapi) and Wind API (WindPy) and maintained MySQL database
Forecasting Index
Established market index prediction model for view matrix (XGboost、LSTM、SVM)
Robo-Advisor Monitors
Provided investors with automatic alarm and monitoring system, including five parts (1) major asset monitoring (2) portfolio monitoring (3) single fund monitoring (4) risk control rules monitoring (5) irregular position adjustment monitoring

EDUCATION

Sep.2017 – Jan.2018

Tsinghua UniversityPBC School of Finance, Beijing                

Master of Finance‧Exchange Program

Sep.2015 – Jan.2018

National ChengChi University, Taiwan

Master of Economics

Sep.2011 – Jun.2015

National Dong Hwa University, Taiwan

Bachelor of Finance 

SKILLS

Programming

Python

  • Numpy、Pandas

  • XGboost、Scikit-learn、statsmodels、Keras、Tensorflow、Pytorch

  • Sqlalchemy、Hive、py2neo、blpapi、WindPy、AWS S3、Aliyun OSS

  • Flask、FastAPI、Django

  • Git Version control、Linux Commands、Docker (deploy images/containers)

AI & Econometrics 

Python

  • RNN、CNN、LSTM、XGBoost、Time series (GARCH set)、Logit regression、SVM、Decision Tree、Random Forest

  • Word Embedding、Word2Vec、Transformer、Informer

Financial database

  • Bloomberg、Wind、Datastream、Thomson Reuters、WRDS、Bankscope