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Feature Product Manager & Software Engineer @聯發科2020 ~ Present
・
資深軟體工程師
Within one month
open-platform-related development and planning. During my time pursuing a Master's degree in Information Management at National Chiao Tung University, I delved into deep learning and its applications in finance. My research culminated in a thesis on multi-modal deep learning for semantic models in stock trading strategies. Throughout my graduate studies, I actively participated in various competitions and received accolades for my contributions." 現任職於聯發科技第五年，擔任相機資深軟體工程師暨人像模式之功能
Employed
・
Ready to interview
Full-time / Interested in working remotely
4-6 years
國立師範大學附屬高級中學
Corp. IT Data Engneer @Morrison Express Corp.2022 ~ Present
・
Python Developer
Within three months
readable code utilizing Flask, SQLAlchemy, Requests, and Pandas. Looking to leverage solid AWS, Python, Docker and API development skills to take on new challenges in a quality-driven organization 十一月一月 2022 Software Engineer Kuchi Technology Developed and maintained a robust 24/7 Taiwan futures trading system with no downtime over 12 hours for 12 consecutive months. Developed over 10 web scraping services using Python including Requests, BeautifulSoup and Selenium to extract data. Expert in data cleaning and data mining using Python libraries like Pandas, NumPy and Matplotlib Developed dozens of trading strategies
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立台灣大學 (National Taiwan University, NTU)
・
Psychology
Web Developer @Super Micro Computer, Inc.2022 ~ Present
・
Back-end Developer
Within two months
大學 (National Chi Nan University~學士 Bachelor 國立暨南國際大學 (National Chi Nan University~畢業論文 〈運用多樣移動平均線結合演化計算實現動態交易策略〉 “Dynamic Stock Trading Strategy Based on Various Moving Average with Meta-heuristic Algorithm” 國際論文 IEEE SMC 2015 〈基於創新的風險評估策略並結合基因演算法解決投資組合最佳化問題〉 “Portfolio Optimization
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立暨南國際大學(National Chi Nan University)
・
Computer Science Information Engineering
Analyst of Quantitative Finance @幣昇資訊有限公司-Cryptovix2020 ~ Present
・
Financial Analyst
Within one month
systems and term arbitrage strategies: Implemented term arbitrage strategies using WebSocket technology to monitor market quotes in real-time, significantly enhancing the speed of data updates and system response compared to traditional polling methods. Processed time-series data using pandas to accurately analyze and predict market trends, dynamically adjusting trading algorithms to optimize the risk and return of investment portfolios. Quantitative Researcher at Algoreality. , JanDec 2022 Designed a grid trading robot using Python multithreading technology and asyncio for efficient asynchronous calls to the Binance API, significantly enhancing the execution speed of trading commands and the overall system
Employed
Full-time / Interested in working remotely
4-6 years
private chinese culture university
・
electronic engineering
資料分析師 @天鏡科技
資料分析師
Within one year
SQL. Statistics Analysis : Variance analysis, regression analysis, logistic regression analysis, principal component analysis. Hands-on Data type : Numerical data, time series data, categorical data, text data, imbalance data. Languages Mandarin, English Experience Data Analyst - skymirror co.，AprMaydata modelling Make statistical model for daily or long term trading strategy of Taiwan, China, US future market, and oversea financial derivatives. Reviewing and improving the model. Applying financial indicator or machine learning e.g. Xgboost and RNN to predict market. And improve the model. Study new technical about deep learning or mathematical algorithm
Full-time / Interested in working remotely
6-10 years
國立台北大學
・
統計
Founder @Faadoo Marketing Private Limited2018 ~ Present
・
Founder
More than one year
Full-time / Interested in working remotely
6-10 years
Vidyavardhini College of Engineering and Technology
・
Bachelor of Engineering B.E. Instrumentation Engineering
Project manager @AN2018 ~ 2019
・
More than one year
方彥智 目前職稱 • 城市，TW • [email protected] - Quantitative trading. - International/Taiwan futures trading. - Strategy designing. - Risk management. 交易策略設計 藉由獨特的交易邏輯，滿足客戶帳戶在一定風險底下，追逐需求報酬；並藉由優化、改良、分散風險等方式，降低客戶帳戶風險、進而提升獲利與穩定性。 風險
Full-time / Interested in working remotely
4-6 years
TamKang University
・
econimicChief Executive Officer @RDM Capital Funding, LLC2015 ~ Present
・
Partner
More than one year
Part-time / Interested in working remotely
6-10 years
Fairleigh Dickinson University
・
BusinessFull-time / Interested in working remotely
6-10 years
National Tsing Hua University
・
光電所
Offline
Offline
tech lead @aurora tech
資深系統分析師
More than one year
adding symbol, exchange, or different bar for different trading systems. Develop new architecture for high frequency trading. Risk-management detection mechanism for existing trading systems. Refactor trading system for more c lean architecture. Co-work with trader and machine learning engineer to design and implement new strategies for trading systems. Use Amason EKS for system devops. Use Cloudwatch and Slack for system warning mechanism and setup strict Risk-management rule for portfolio management. Recently become back-end leader Results CTA Trading System Maker strategy Trading System Hedger strategy Trading System High-Frequency Trading
Employed
Full-time / Interested in working remotely
4-6 years
國立台灣大學
・
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資深系統分析師
Job types
Full-time
Locations
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
Major
Kevin Hsiao
Always curious about new technologies, have a strong sense of responsibility, work hard to learn how to lead the team to make better products more efficiently, expecting continuous improvement in the professional field and leadership skills while possessing a great team spirit.
Tech Lead
Taipei，Taiwan
[email protected]
Skills
Basics
- Rust
- Golang
- Java
- nginx
- docker
- socket / websocket
- RESTful style
- Protobuf
- Functional Programming
- end to end test
Frameworks
- gin / iris
- go-micro
- GraphQL
Devops
- docker + docker-compose
- Jenkins + groovy script
- k8s + ingress
- shell script
- makefile
Tools
- Message Broker
- rabbitMQ
- Kafka
- GRPC
- ORM
- gorm
- mongo
- Databases
- MSSQL
- MySQL
- MongoDB
- Redis
- Testing
- go-dog
CloudServices
- AWS
- EC2
- EKS
- S3
- RDS
- Cloudwatch
- ELB service
- AWS-SDK for Rust
- GCP
- gke
- cloud sql
- CDN service
Others
- Git / GitHub
- Postman
- Swagger
- Grafana
- mandarin - native
- English - limited working proficiency
Work Experience
Senior Engineer in Quantrend，Oct. 2021 - now
- Design and maintain different trading systems and its backtest and hypertune with Rust for crypto Industry.
- Maintain existing and develop new data-format and data-usage such as adding symbol, exchange, or different bar for different trading systems.
- Develop new architecture for high frequency trading.
- Risk-management detection mechanism for existing trading systems.
- Refactor trading system for more clean architecture.
- Co-work with trader and machine learning engineer to design and implement new strategies for trading systems.
- Use Amason EKS for system devops.
- Use Cloudwatch and Slack for system warning mechanism and setup strict Risk-management rule for portfolio management.
- Recently become back-end leader
Results
- CTA Trading System
- Maker strategy Trading System
- Hedger strategy Trading System
- High-Frequency Trading System
- Report System
- Backtest & Hypertune for Trading System
- System devops
Tech Lead in Aurora Tech，Dec. 2019 - Oct.2020
Leading a team of 15 people to jointly develop financial trading platforms, gaming , and back-end management systems. Planing the use of different system architectures and frameworks.
- Improve and implement distributed system architecture design
- Compare the advantages and disadvantages of different tools and apply to the existing system
- Plan and adjust the data structure of different databases (redis, sql, mongo) and message broker
- Plan and assign team work
- Assist team members with the Algorithm design
- Tech meeting with team members twice a week
- Code review
- Running with scrum
- Establish the Product Development Process
- Devops
一、Financial Trading Platforms
- System development in golang (mainly in matching, risk management and trading rules)
- Matching engine use redblacktree to store orderbook
- Cache financial positons and trading rules in Redis
- Use Redis PUB/SUB to broadcast Ticks to services
- Pool control to init/recycle un-use go routines (include financial symbols matching engine and risk management engine)
- GRPC in every internal services
- Devops in AWS
- Coordinate with product manager and provide suggestions with technical background
二、Gaming and Back-end Management Systems
- System development in golang (mock server, game server)
- Implement mock server to simulate Real-Time game cycle
- Implement game server to process every game-related signal
- Use websocket to forward Game-Info and Chat to front
- Use Redis to cache Game-Table-Player-List
- GRPC in every internal services
- Devops in GCP
- Coordinate with product manager and provide suggestions with technical background
Senior System Analyst in Aurora Tech， July 2019 - Dec. 2019
一、Distributed System Architecture
- Study distributed system architecture and implement it in the system
- Plan the data structure of different databases (redis, sql)
- Use docker & docker-compose to build a distributed system, and exchange information with rabbitMQ & GRPC
- Study k8s & Ingress
二、Payment System
- Coordinate with product manager and provide suggestions with technical background
- Plan and assign team work
- Handling Payment APIs
- Devops in AWS
- Use RDS and AWS Aurora to replace docker SQL in production Enviroment
- Handling Load Balancing and Remote backup
Senior System Engineer in Webcomm Inc.，Sep. 2018 - July 2019
一、Taiwan Small and Medium Enterprise Bank Maintenance and Development Project
-Risk Management System
- Maintain existing risk management system ( Fix BUGs, data correction and performance optimization)
- Design and Implement new risk management system
- Disassemble the system into microservice
- Improve system performance
二、Fubon Bank Mobile Banking App
- APIs , Code review ,Task assign and Technical documents
- Develop new functions of Fubon Mobile Bank App:
- Quick Login (mobile phone binding, fingerprint recognition, face recognition, gestures)
- Quick Search (login-free search system)
- Small fundraising system
- Accounting system
- E-Home payment (transfer and deposit system)
- Push notification (broadcast system)
- Responsible for communicating with the client, including Fubon Bank Information Department and Fubon Bank Project Department, to understand the client's needs and adjust specifications.
In the project, we consider the information security encryption mechanism of each function, the use efficiency and retrieval speed of the database under the simulation of a large amount of data, as well as the calculation efficiency of the program, and carry out stress testing and calculation efficiency improvement and optimization.
According to statistics, two months after its launch, the number of users of various functions exceeded 100,000 and it was awarded the "Best Mobile Bank in Asia Pacific" by "The Asset".
System Engineer in Webcomm Inc.，Sep. 2017 - Sep. 2018
一、Ministry of Finance Treasury Project
- Implement a system for civil servants of the Ministry of Finance and the Treasury Agency. This project has six systems used by various financial departments
- The front-end uses AngularJS, and the back-end uses hibernate with SpringMVC framework for development.
二、Land Bank Maintenance and Development Project - Risk Management System
- Maintain existing risk management system ( Fix BUGs, data correction and performance optimization)
- Upgrade SQL Server and JDK version
- Design and Implement new risk management system
- Use Google Cloud Platform (GCP) Cloud-SQL as production SQL server
Kevin Hsiao
Always curious about new technologies, have a strong sense of responsibility, work hard to learn how to lead the team to make better products more efficiently, expecting continuous improvement in the professional field and leadership skills while possessing a great team spirit.
Tech Lead
Taipei，Taiwan
[email protected]
Skills
Basics
- Rust
- Golang
- Java
- nginx
- docker
- socket / websocket
- RESTful style
- Protobuf
- Functional Programming
- end to end test
Frameworks
- gin / iris
- go-micro
- GraphQL
Devops
- docker + docker-compose
- Jenkins + groovy script
- k8s + ingress
- shell script
- makefile
Tools
- Message Broker
- rabbitMQ
- Kafka
- GRPC
- ORM
- gorm
- mongo
- Databases
- MSSQL
- MySQL
- MongoDB
- Redis
- Testing
- go-dog
CloudServices
- AWS
- EC2
- EKS
- S3
- RDS
- Cloudwatch
- ELB service
- AWS-SDK for Rust
- GCP
- gke
- cloud sql
- CDN service
Others
- Git / GitHub
- Postman
- Swagger
- Grafana
- mandarin - native
- English - limited working proficiency
Work Experience
Senior Engineer in Quantrend，Oct. 2021 - now
- Design and maintain different trading systems and its backtest and hypertune with Rust for crypto Industry.
- Maintain existing and develop new data-format and data-usage such as adding symbol, exchange, or different bar for different trading systems.
- Develop new architecture for high frequency trading.
- Risk-management detection mechanism for existing trading systems.
- Refactor trading system for more clean architecture.
- Co-work with trader and machine learning engineer to design and implement new strategies for trading systems.
- Use Amason EKS for system devops.
- Use Cloudwatch and Slack for system warning mechanism and setup strict Risk-management rule for portfolio management.
- Recently become back-end leader
Results
- CTA Trading System
- Maker strategy Trading System
- Hedger strategy Trading System
- High-Frequency Trading System
- Report System
- Backtest & Hypertune for Trading System
- System devops
Tech Lead in Aurora Tech，Dec. 2019 - Oct.2020
Leading a team of 15 people to jointly develop financial trading platforms, gaming , and back-end management systems. Planing the use of different system architectures and frameworks.
- Improve and implement distributed system architecture design
- Compare the advantages and disadvantages of different tools and apply to the existing system
- Plan and adjust the data structure of different databases (redis, sql, mongo) and message broker
- Plan and assign team work
- Assist team members with the Algorithm design
- Tech meeting with team members twice a week
- Code review
- Running with scrum
- Establish the Product Development Process
- Devops
一、Financial Trading Platforms
- System development in golang (mainly in matching, risk management and trading rules)
- Matching engine use redblacktree to store orderbook
- Cache financial positons and trading rules in Redis
- Use Redis PUB/SUB to broadcast Ticks to services
- Pool control to init/recycle un-use go routines (include financial symbols matching engine and risk management engine)
- GRPC in every internal services
- Devops in AWS
- Coordinate with product manager and provide suggestions with technical background
二、Gaming and Back-end Management Systems
- System development in golang (mock server, game server)
- Implement mock server to simulate Real-Time game cycle
- Implement game server to process every game-related signal
- Use websocket to forward Game-Info and Chat to front
- Use Redis to cache Game-Table-Player-List
- GRPC in every internal services
- Devops in GCP
- Coordinate with product manager and provide suggestions with technical background
Senior System Analyst in Aurora Tech， July 2019 - Dec. 2019
一、Distributed System Architecture
- Study distributed system architecture and implement it in the system
- Plan the data structure of different databases (redis, sql)
- Use docker & docker-compose to build a distributed system, and exchange information with rabbitMQ & GRPC
- Study k8s & Ingress
二、Payment System
- Coordinate with product manager and provide suggestions with technical background
- Plan and assign team work
- Handling Payment APIs
- Devops in AWS
- Use RDS and AWS Aurora to replace docker SQL in production Enviroment
- Handling Load Balancing and Remote backup
Senior System Engineer in Webcomm Inc.，Sep. 2018 - July 2019
一、Taiwan Small and Medium Enterprise Bank Maintenance and Development Project
-Risk Management System
- Maintain existing risk management system ( Fix BUGs, data correction and performance optimization)
- Design and Implement new risk management system
- Disassemble the system into microservice
- Improve system performance
二、Fubon Bank Mobile Banking App
- APIs , Code review ,Task assign and Technical documents
- Develop new functions of Fubon Mobile Bank App:
- Quick Login (mobile phone binding, fingerprint recognition, face recognition, gestures)
- Quick Search (login-free search system)
- Small fundraising system
- Accounting system
- E-Home payment (transfer and deposit system)
- Push notification (broadcast system)
- Responsible for communicating with the client, including Fubon Bank Information Department and Fubon Bank Project Department, to understand the client's needs and adjust specifications.
In the project, we consider the information security encryption mechanism of each function, the use efficiency and retrieval speed of the database under the simulation of a large amount of data, as well as the calculation efficiency of the program, and carry out stress testing and calculation efficiency improvement and optimization.
According to statistics, two months after its launch, the number of users of various functions exceeded 100,000 and it was awarded the "Best Mobile Bank in Asia Pacific" by "The Asset".
System Engineer in Webcomm Inc.，Sep. 2017 - Sep. 2018
一、Ministry of Finance Treasury Project
- Implement a system for civil servants of the Ministry of Finance and the Treasury Agency. This project has six systems used by various financial departments
- The front-end uses AngularJS, and the back-end uses hibernate with SpringMVC framework for development.
二、Land Bank Maintenance and Development Project - Risk Management System
- Maintain existing risk management system ( Fix BUGs, data correction and performance optimization)
- Upgrade SQL Server and JDK version
- Design and Implement new risk management system
- Use Google Cloud Platform (GCP) Cloud-SQL as production SQL server