CakeResume
CakeResume Logo
Log In
Sign Up
Build your Network
My Network
Access your personal network connections and manage your contacts.
CakeResume Meet
Expand your professional network by meeting and connecting with other users.
Community
Engage with other users through discussions, forums, and networking events.
Log In
Sign Up

CakeResume Talent Search

Advanced filters
On
Ready to interview
Open to opportunities
Not open to opportunities
Taiwan
Taipei City, Taiwan
台灣
台北市, 台灣
Taichung City, Taiwan
Taipei, Taiwan
New Taipei City, Taiwan
台中市, 台灣
新北市, 台灣
Hsinchu County, Taiwan
Changhua County, Taiwan
Yilan County, Taiwan
IT
Management / Business
Engineering
Game Production
HR
Marketing / Advertising
Public Social Work
Sales
Tech
Consultant / Audit
Education / Training / Recruitment
Advertising / Marketing / Agency
Banking / Insurance / Finance
Distribution
Health / Social / Environment
Hotel / Tourism / Leisure
Industry
Mobility / Transport
Public administration
Less than 1 year
1-2 years
2-4 years
4-6 years
6-10 years
10-15 years
More than 15 years
AI Smart Matching
On
National Chengchi University
National Taiwan University
國立台灣大學
國立政治大學
國立臺灣大學
National Yang Ming Chiao Tung University
國立陽明交通大學
Fu Jen Catholic University
National Dong Hwa University
National Tsing Hua University
Tamkang University
University of Exeter
國立東華大學
國立清華大學
淡江大學
輔仁大學
Huafan University
National Cheng Kung University
National Chung Cheng University
National Chung Hsing University
National Sun Yat-sen University
National Taipei University
National Taipei University of Technology
National Taiwan Normal University
School of the Art Institute of Chicago
Tunghai University
University of California, Berkeley
University of Colorado Boulder
University of Taipei
Vancouver Film School
Taiwan
Indonesia
台灣
Jakarta, Indonesia
West Java, Indonesia
Jawa Barat, Indonesia
Taipei City, Taiwan
台北市, 台灣
United States
Banten, Indonesia
East Java, Indonesia
India
Jawa Timur, Indonesia
Central Java, Indonesia
Jawa Tengah, Indonesia
Japan
Taichung City, Taiwan
台中市, 台灣
日本
China
Full-time
Part-time
Python
Data Mining
Machine Learning
Data Analysis
SQL
Excel
Linux
R
Java
Data Science
No
Yes
1-5 people
5-10 people
10-15 people
15+ people
Within one month
Within two months
Within three months
Within six months
Within one year
More than one year
資料分析師
AI工程師、機器學習工程師、深度學習工程師、資料科學家、Machine Learning Engineer、Deep Learning Engineer、Data Scientist
Cloud Solution Architect
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
ESG策略規劃
Senior Software Engineer
Software Engineer
software/backend engineer/data analyst
Account Manager
Algorithm Engineer/ Data Scientist/ Sr. Project Management
Bachelor of Science (BS)
Bachelor’s Degree
Master of Business Administration (MBA)
Master of Fine Arts (MFA)
Master of Science (MS)
Master’s Degree
Doctor of Philosophy (PhD)
Non-Degree Program (e.g. Coursera certificate)
Other
Bachelor
Master
Doctoral
2023
2017
2016
2015
2014
2013
2011
2006
2005
1994
Current company
Off
Select all
Institute for Information Industry
MediaTek Inc.
Asus 華碩電腦股份有限公司
CyberTAN
National Taiwan University
Quark Biosciences
Realtek Semiconductor Corp.
fifty-five
南華大學旅遊休閒系
台南市政府觀光旅遊局
Interested in working remotely
Not interested in working remotely
Remote Only
Part-time freelancer
Non-freelancer
Chinese - Native or Bilingual
English - Intermediate
English - Fluent
English - Professional
Japanese - Beginner
English - Native or Bilingual
Chinese - Professional
Chinese - Beginner
French - Beginner
German - Beginner
English
Chinese
4-6 years
6-10 years
10-15 years
More than 15 years
Taiwan
  • Exclude read results
  • Show all experiences
Avatar of Chien Hung Lu.
Avatar of Chien Hung Lu.
Chien Hung Lu
Electronic Engineer @Intenza Fitness
・
2014 ~ Present
Within one month
to maintain the company's internal reporting website to help improve the company's internal business operation efficiency and reduce complaints. Contributed to, particularly the systematized work log reporting website and RDLC report, improved our department's management efficiency by 50% Assisted in migrating traditional ASP websites to C# ASP.NET. Education Central Queensland University Postgraduate Diploma in Information Technology • NovJan 2011 Major in C+ software program development、HTML/CSS website development、data mining。 Central Queensland University Bachelor in Information Technology • JulJul 2008 Skill Programing C# ASP.NET JavaS...
Employed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
Central Queensland University Australia
・
Postgraduate Information Technology
Avatar of the user.
Avatar of the user.
Available for paid companies
Past
Asia Lead Software Engineer @新加坡商羅福斯有限公司台灣分公司
・
2023 ~ 2024
Software Engineer
Within one month
C++
C#
JAVA
Unemployed
・
Ready to interview
Full-time / Interested in working remotely
6-10 years
National Chung Hsing University
・
Computer Science and Information
Avatar of Caspar Wu.
Avatar of Caspar Wu.
Caspar Wu
Sr. Inspection Process Engineer @Corning Incorporated
・
2018 ~ Present
Technical support engineer
Within two months
Caspar Wu Sr. Inspection Process Engineer Taichung City, Taiwan Dedicated Smart Manufacturing with +10 Years of Experience Senier Process Engineer specializing in inspection system. Well-versed in hands on skill, inspection system troubleshooting , handling customer complaints, improving yield, and reducing downtime/cost. Assist the company digital transmission by deploying big data [email protected] Work Experience Sr. Inspection Process Engineer • Corning, Technology Dept. 2018/07 - now Inspection system owner ．Responsible for 21 production lines' inspection systems include 3 different manufacturers. ．D iagnose downtime or quality issues through analysis of
Inspection Process
Machine Learning
Python
Ready to interview
Full-time / Interested in working remotely
10-15 years
National Sun Yat-sen University
・
Computer Science, Data mining, Database modeling
Avatar of Jui Yu, Yang.
Avatar of Jui Yu, Yang.
Jui Yu, Yang
Cloud Software Engineer @Foxconn Technology Group
・
2022 ~ Present
Software Engineer
Within one month
Jui Yu, Yang I graduated from the Department of Industrial and Information Management at National Cheng Kung University with a master's degree. My research focused on small sample machine learning and quality improvement in industrial management. With 6 years of experience in the software engineering industry, I emphasize code quality and automated deployment processes. I excel in full-stack web and desktop application development, particularly proficient in React framework and unit testing. My backend experience includes developing RESTful APIs and Socket.io services for inter-service communication, database management, Docker, and CI/CD
Golang
React
Python
Employed
・
Open to opportunities
Full-time / Not interested in working remotely
4-6 years
National Cheng Kung University (NCKU), Taiwan 國立成功大學
・
Department of Industrial and information management Institute of information management
Avatar of the user.
Avatar of the user.
Available for paid companies
商業分析師 @凱基商業銀行股份有限公司
・
2021 ~ Present
Data Analyst、Data Engineer、Data Scientist、Customer Experience Analyst
Within one month
Python
English as a Second Language (ESL)
Excel
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
國立政治大學（National Chengchi University）
・
數位內容
Avatar of David Lee.
Avatar of David Lee.
David Lee
Consultant @Lumina Tech Ltd
・
2020 ~ Present
SAP ERP application consultant, ERP cloud business workflow analysis
Within one month
shipping company My job is to examine the business system and business flow Learn how to realize the business structure with SAP ABAP language Need lots of communication with accountant and got more knowledge of accounting and tax law from this international project and work with the IBM. Big Data Analyst - Intern, Jan-May 2017 Three-month-period Intern in the Big Data Company which is committed to industry analyst. Writing the report to demonstrate the industry Compare the brands' competition by those data which provide by government open data and the emotional positing in FB Research the
專案管理
R language
Excel
Employed
・
Open to opportunities
Full-time / Interested in working remotely
4-6 years
淡江大學
・
管理科學系
Avatar of the user.
Avatar of the user.
Available for paid companies
Corp. IT Data Engneer @Morrison Express Corp.
・
2022 ~ Present
Python Developer
Within three months
Python
Django(Python)
Flask(Python)
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
國立台灣大學 (National Taiwan University, NTU)
・
Psychology
Avatar of 高振倫.
Avatar of 高振倫.
高振倫
Data Engineer @MediaTek Inc.
・
2019 ~ Present
Senior Software Engineer
Within one month
Joe Kao 高振倫 Senior Engineer Majoring in data mining and database system, I am taught to grow into a person with positive attitude and willing to learn and progress. Being an active, creative and innovative member in a team, I can always provide different ideas through brainstorming. With numerous experiences and a great ability to deal with problem solving, I have strong determination to succeed and hope to make a contribution to every opportunity. Hsinchu, Taiwan [email protected] Programming Language (Advanced) Python: Build APIs, also good at analyzing the usage of open
Python
Linux
Machine Learning
Employed
・
Open to opportunities
Full-time / Interested in working remotely
6-10 years
National Tsing Hua University
・
Data Mining, Database System
Avatar of 莊鈞諺.
Avatar of 莊鈞諺.
莊鈞諺
Expertise & Innovation Lead, Cloud @fifty-five
・
2023 ~ Present
Cloud Solution Architect
Within one month
search traffic via strategic SEO for major platforms. - Large-Scale Website Project: Contributed to a high-value SaaS website launch, overseeing deployment and development. - Data Analysis & Systems : Developed GCP-centric data systems, boosting data integration and analysis. - Team Leadership & Innovation: Created a Vertex AI recommendation engine, advancing data team methodologies. EducationNational Chengchi University MS in Computer Science Thesis:Explainable Deep Learning-Based Recommendation Systems: Enhancing the Services of Public Sector Subsidy Online Platform Courses Taken: Big Data Analytics, Data mining, Reinforce Learning, Algorithm and BlockchainNational Cheng Kung University MS in Resource Engineering Thesis: Text-mining and
Google Analytics
Google Tag Manager
Data Mining
Employed
Full-time / Interested in working remotely
4-6 years
National Chengchi University
・
Computer Science
Avatar of EasonHsu.
Avatar of EasonHsu.
EasonHsu
Data/ML Engineer @凱基證券
・
2018 ~ Present
Data Scientist, Data Analyst, Machine Learning Engineer
Within one month
EasonHsu Taipei City, [email protected] https://www.linkedin.com/in/eason-hsu-64b905101/ 8+ years of experience in data analysis. skills: • sql、python、ETL 、ms sql、ML server、LLM • machine learning 、text mining 、web crawler • data PM 工作經歷 Data/ML Engineer • 凱基證券 八月Present | Taipei, Taiwan 一、Data Science： 1.導入MLops開發部署流程於地端微軟Machine Learning Server /雲端GCP Vertex AI 2.客戶流失
Data Analysis
Data Science
Database
Employed
Full-time / Interested in working remotely
6-10 years
國立台北科技大學研究所
・
資訊管理

The Most Lightweight and Effective Recruiting Plan

Search resumes and take the initiative to contact job applicants for higher recruiting efficiency. The Choice of Hundreds of Companies.

  • Browse all search results
  • Unlimited access to start new conversations
  • Resumes accessible for only paid companies
  • View users’ email address & phone numbers
Upgrade Now
7-day money-back guarantee, cancel anytime
12345
Search Tips
1
Search a precise keyword combination
senior backend php
If the number of the search result is not enough, you can remove the less important keywords
2
Use quotes to search for an exact phrase
"business development"
3
Use the minus sign to eliminate results containing certain words
UI designer -UX
Only public resumes are available with the free plan.
Upgrade to an advanced plan to view all search results including tens of thousands of resumes exclusive on CakeResume.
Upgrade Now

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.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
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 two months
Avatar of linsam.
linsam
Sr. Data Engineer
17LIVE
・
2021 ~ Present
Taipei, 台灣
Professional Background
Current status
Employed
Job Search Progress
Open to opportunities
Professions
Data Engineer, Python Developer, System Architecture
Fields of Employment
Information Services
Work experience
4-6 years
Management
None
Skills
Python
MySQL
Linode
API Development
Linux
RabbitMQ
Celery
Nginx
Flask(Python)
Django(Python)
Git
docker swarm
Docker
docker-compose
Data Mining
Machine Learning
Traefik
Redis
ELK(ElasticSearch)
ELK
Prometheus
Grafana
Airflow
dolphindb
SQL
FastAPI
GKE
K8S
Real-Time Systems
GCP
Languages
English
・
Intermediate
Job search preferences
Positions
Data Solution Architect, Sr. Data Engineer, Data Engineer Manager
Job types
Full-time
Locations
Taipei, 台灣, Taiwan
Remote
Interested in working remotely
Freelance
Yes, I freelance in my spare time
Educations
School
NDHU
Major
統計
Print
Profile 02 00@2x 71843ef6a0df47d6255a9c0436c409dcd5cd81f6514c51a6b2a93339d82bbff6

linsam

data engineer、backend engineer

 • 0972724528 •  台灣  •  [email protected]

5~6 years experience with data engineer and soft engineer. (Distributed Queue System, Database, Web Crawling, RESTful API, ETL, Docker, CICD, GCP, K8S, Airflow ...etc.)

1~2 years experience with data science. (data analysis, machine learning and deep learning)

Work Experience


17 Live -  Senior Data Engineer (IC5), May. 2021 - now

• Refactor ETL, create a airflow project by Cloud Composer to transfer ETL tools from digdag to airflow and transfer ETL develop method from shell script to python. 
• Maintenance BigQuery more than 100 tables. 
• Create pipelines from mysql and mongo to bigquery. 
• Create a good development culture, including the introduction of CICD, dev-stage-uat-master, release news, unit tests and test coverage. 
• Using Airflow unified scheduler job, like cloud function scheduler, BQ scheduler, crontab, and ML model by R or Python ...etc.
• Reduce Data Team 25% cost.
• Create Data Team's first real-time ETL system via GKE, Pub/Sub and Memorystore for sending push notifications to users.
• Create Data Team's first API via GKE for ML model, include achieve graceful shutdown, and run stress test via ApacheBench, and setup auto-scaling by hpa. 95% latency is under 200ms and RPS is over 200.
• Create a Tagging System for tracking groups of users. 
• Create a BigQuery Resource Monitor to monitor users BQ slot and query count usage. 
• Create document culture by confluence.
• The finalists of Break the Norm awards on 2021-Q3 and 2021-Q4. 
• Assist in interview more than 10 new data engineer. 
• Mentor junior data engineers to be more effective individual contributors.
• Apply the data team's models to the company's APP. (automatically send push notifications and in-app messages) 
• Automatically update recommend streamer list via data team's models to the company's APP.

SinoPac Holdings -  Software Engineer(Python), Nov. 2019 - May. 2021

• Develop python Api (shioaji) for stock/option/future place orde and account. 

• Develop C# Api (shioaji) for stock/option/future place orde and account, and setup CI/CD with GitHub actions.

• Deploy test system for simulate trading by docker swarm.

• Collecting distributed system Log by elk, grafana and prometheus. 13GB log data/daily.

• Monitor distributed system and alert chatbot.

• Develop a transaction-by-trade and odd lot trading API.

Open Up Summit Speaker ( FinMind ) - 2019-12-01

Tripresso - Data Engineer, Oct. 2018 - Nov. 2019 

• Analysis travel data and build a machine learning model. Estimating increase 3% orders (revenue). 

• Maintain and develop an ETL distributed queuing system with 20 machines. 

• Optimize the ETL system reduced more than 50% execution time. 

• Develop new product crawler let product volume increase 1.5%. 

• Making analysis BI charts provide for other departments.

Mandatory Military Service，Oct. 2017 - Oct. 2018

NDHU - RA, Mar. 2016 - Aug. 2017

Analysing G7 financial data. Model validation and parameter estimation by regression models ( SUR, MLE, Bootstrapping ). And comparing single equation estimators and confidence interval with system equation.

NDHU - TA, Sep. 2015 - Jul. 2017

Calculus, Linear Algebra, Statistics.

Projects

FinMind Open data Api


Open source financial data, more than 50 dataset, provide Api. 

More than 2,000 people registered.

2,000 stars on github.

Automatic update daily by docker swarm, distributed queue system rabbitmq and celery ( 10 cloud machines ). 

Total more than 1 billion data, 10 million streaming data per day.

Architecture diagram.


Bosch Production Line Performance - Kaggle Post-competition analysis, top 6% rank.

Highly imbalance data, ratio is 1000 : 1, 10 GB dataset size. And the data is 50% missing value. More than 4000 variables, but I build models by only 50 features.

Rossmann Store Sales - Kaggle 

Post-competition analysis, top 10% rank.

Time series problem. Building models predict sales after 48 days.

Grupo Bimbo Inventory Demand - Kaggle

Post-competition analysis, top 8% rank. 

Time series problem, eighty millions data size. Building models predict inventory demand after 2 weeks.

Instacart Market Basket Analysis - Kaggle

Real competition, top 25% rank. 

Predicting which products will an consumer purchase again.


 Verification code to text

Create python package of Taiwan Train Verification Code to text.

The model is made by keras-CNN.

Skills

Distributed Queue System

1. Rabbitmq & Celery & Flower. 

2. 8 nodes ( Cloud ) distributed queue system for web crawling. 

3. Deploy by Docker and GKE.

4. Graceful Shutdown.

Database

1. MySQL ( RDBMS ). 

2. Redis ( NoSQL ). 

3. Dolphindb ( TSDB ).

GCP

1. Pub/Sub.
2. GKE ( K8S ).
3. GCE.
4. BQ.
5. Composer.
6. MemoryStore.

CI/CD

1. Create automated tests and automated deploy for the FinMind team. 

2. Using gitlab runner. 

3. CD for auto publish python package. 

4. CD for auto update and deploy new version service.

Log Collect & Monitor

1. Distributed system log collect by elk.  

2. Prometheus and Grafana. Monitor user usage, request latency, request count 

3. Monitor by telegram bot and slackbot.

4. Monitor vm and container by Netdata and cadvisor.


data pipeline

1. Design data pipeline for crawler, backend and analysis by airflow.
2. Design more 200 ETL by airflow.
3. Build airflow by composer
4. Build a real-time pipeline for sending push notifications to users

Machine Learning

xgboost, random forest, svm. statistics - ols, lasso.

Web Crawling

1. Python - request, BeautifulSoup, lxml, selenium. 

2. Auto recognition captcha code by CNN model.

Data Mining

Python - numpy, pandas, sklearn. 

R - parallel, dplyr, data.table, mice.

WEB

1. https://finmindtrade.com/ 

2. nginx

3. frontend - vue 

4. backend - python 

5. traefik.

API

1. FastAPI.
2. Websocket.
3. Loading Balance.
4. Async.
5. Graceful Shutdown.

Stress Test 

1. ApacheBench.
2. Upper bound of FinMind api is 8000/minute request.


Education

National Dong Hwa University, Master of Science,  Sep. 2017.

Major : Mathematics and Statistics.

Tamkang University. Bachelor of Science, Sep. 2015.

Major : Mathematics

Languages

R, Python. Basic in English and proficient in Chinese.

Resume
Profile
Print
Profile 02 00@2x 71843ef6a0df47d6255a9c0436c409dcd5cd81f6514c51a6b2a93339d82bbff6

linsam

data engineer、backend engineer

 • 0972724528 •  台灣  •  [email protected]

5~6 years experience with data engineer and soft engineer. (Distributed Queue System, Database, Web Crawling, RESTful API, ETL, Docker, CICD, GCP, K8S, Airflow ...etc.)

1~2 years experience with data science. (data analysis, machine learning and deep learning)

Work Experience


17 Live -  Senior Data Engineer (IC5), May. 2021 - now

• Refactor ETL, create a airflow project by Cloud Composer to transfer ETL tools from digdag to airflow and transfer ETL develop method from shell script to python. 
• Maintenance BigQuery more than 100 tables. 
• Create pipelines from mysql and mongo to bigquery. 
• Create a good development culture, including the introduction of CICD, dev-stage-uat-master, release news, unit tests and test coverage. 
• Using Airflow unified scheduler job, like cloud function scheduler, BQ scheduler, crontab, and ML model by R or Python ...etc.
• Reduce Data Team 25% cost.
• Create Data Team's first real-time ETL system via GKE, Pub/Sub and Memorystore for sending push notifications to users.
• Create Data Team's first API via GKE for ML model, include achieve graceful shutdown, and run stress test via ApacheBench, and setup auto-scaling by hpa. 95% latency is under 200ms and RPS is over 200.
• Create a Tagging System for tracking groups of users. 
• Create a BigQuery Resource Monitor to monitor users BQ slot and query count usage. 
• Create document culture by confluence.
• The finalists of Break the Norm awards on 2021-Q3 and 2021-Q4. 
• Assist in interview more than 10 new data engineer. 
• Mentor junior data engineers to be more effective individual contributors.
• Apply the data team's models to the company's APP. (automatically send push notifications and in-app messages) 
• Automatically update recommend streamer list via data team's models to the company's APP.

SinoPac Holdings -  Software Engineer(Python), Nov. 2019 - May. 2021

• Develop python Api (shioaji) for stock/option/future place orde and account. 

• Develop C# Api (shioaji) for stock/option/future place orde and account, and setup CI/CD with GitHub actions.

• Deploy test system for simulate trading by docker swarm.

• Collecting distributed system Log by elk, grafana and prometheus. 13GB log data/daily.

• Monitor distributed system and alert chatbot.

• Develop a transaction-by-trade and odd lot trading API.

Open Up Summit Speaker ( FinMind ) - 2019-12-01

Tripresso - Data Engineer, Oct. 2018 - Nov. 2019 

• Analysis travel data and build a machine learning model. Estimating increase 3% orders (revenue). 

• Maintain and develop an ETL distributed queuing system with 20 machines. 

• Optimize the ETL system reduced more than 50% execution time. 

• Develop new product crawler let product volume increase 1.5%. 

• Making analysis BI charts provide for other departments.

Mandatory Military Service，Oct. 2017 - Oct. 2018

NDHU - RA, Mar. 2016 - Aug. 2017

Analysing G7 financial data. Model validation and parameter estimation by regression models ( SUR, MLE, Bootstrapping ). And comparing single equation estimators and confidence interval with system equation.

NDHU - TA, Sep. 2015 - Jul. 2017

Calculus, Linear Algebra, Statistics.

Projects

FinMind Open data Api


Open source financial data, more than 50 dataset, provide Api. 

More than 2,000 people registered.

2,000 stars on github.

Automatic update daily by docker swarm, distributed queue system rabbitmq and celery ( 10 cloud machines ). 

Total more than 1 billion data, 10 million streaming data per day.

Architecture diagram.


Bosch Production Line Performance - Kaggle Post-competition analysis, top 6% rank.

Highly imbalance data, ratio is 1000 : 1, 10 GB dataset size. And the data is 50% missing value. More than 4000 variables, but I build models by only 50 features.

Rossmann Store Sales - Kaggle 

Post-competition analysis, top 10% rank.

Time series problem. Building models predict sales after 48 days.

Grupo Bimbo Inventory Demand - Kaggle

Post-competition analysis, top 8% rank. 

Time series problem, eighty millions data size. Building models predict inventory demand after 2 weeks.

Instacart Market Basket Analysis - Kaggle

Real competition, top 25% rank. 

Predicting which products will an consumer purchase again.


 Verification code to text

Create python package of Taiwan Train Verification Code to text.

The model is made by keras-CNN.

Skills

Distributed Queue System

1. Rabbitmq & Celery & Flower. 

2. 8 nodes ( Cloud ) distributed queue system for web crawling. 

3. Deploy by Docker and GKE.

4. Graceful Shutdown.

Database

1. MySQL ( RDBMS ). 

2. Redis ( NoSQL ). 

3. Dolphindb ( TSDB ).

GCP

1. Pub/Sub.
2. GKE ( K8S ).
3. GCE.
4. BQ.
5. Composer.
6. MemoryStore.

CI/CD

1. Create automated tests and automated deploy for the FinMind team. 

2. Using gitlab runner. 

3. CD for auto publish python package. 

4. CD for auto update and deploy new version service.

Log Collect & Monitor

1. Distributed system log collect by elk.  

2. Prometheus and Grafana. Monitor user usage, request latency, request count 

3. Monitor by telegram bot and slackbot.

4. Monitor vm and container by Netdata and cadvisor.


data pipeline

1. Design data pipeline for crawler, backend and analysis by airflow.
2. Design more 200 ETL by airflow.
3. Build airflow by composer
4. Build a real-time pipeline for sending push notifications to users

Machine Learning

xgboost, random forest, svm. statistics - ols, lasso.

Web Crawling

1. Python - request, BeautifulSoup, lxml, selenium. 

2. Auto recognition captcha code by CNN model.

Data Mining

Python - numpy, pandas, sklearn. 

R - parallel, dplyr, data.table, mice.

WEB

1. https://finmindtrade.com/ 

2. nginx

3. frontend - vue 

4. backend - python 

5. traefik.

API

1. FastAPI.
2. Websocket.
3. Loading Balance.
4. Async.
5. Graceful Shutdown.

Stress Test 

1. ApacheBench.
2. Upper bound of FinMind api is 8000/minute request.


Education

National Dong Hwa University, Master of Science,  Sep. 2017.

Major : Mathematics and Statistics.

Tamkang University. Bachelor of Science, Sep. 2015.

Major : Mathematics

Languages

R, Python. Basic in English and proficient in Chinese.