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Po Yu Chiu 邱泊瑜

Data Engineer 

With experience using Python and its frameworks to create and implement data pipeline architecture. Passionate about using technology to create values

      [email protected]      +886 952030122

Skills

Programing

- Python (Django、Flask)
- JavaScript
- HTML / CSS
- Linux

Data

- MySQL
- MongoDB
- Redis
- Spark

Tools

Airflow
- AWS ( EC2、S3、RDS、CDN )
- Git
- GCP

- Docker

Projects

MovieOn

A movie introduction website which enables search for rating data, with the integration of IMDb,  RottenTomatoes, and Douban

  • Automated web crawling pipeline for real-time processing of 40,000+ movies’ ratings from 3 data sources using Airflow and Python
  • Increased movie match accuracy by 15 % by matching films’ actors, directors, and titles with Google Search API 
  • Implemented data verification mechanism to ensure data correctness, monitor the ETL process, and send error alert automatically while finding issues
  • Built features to predict which among the 3 websites fits more to a user’s tastes based on user's ratings
  • Adopted Back-End server with MTV and RESTful style, enhancing maintainability and readability   
  • Designed database schema and normalized database structure 
  • Deployed Django Server on AWS EC2 and stored 100,000+ data in MySQL server on AWS RDS
Website : https://movieon.tw   ・Github repo : https://github.com/Poyu781/MovieOn-Side-Project
Projects 01 00@2x

Movie page with all reviews

Projects 01 01@2x

User can filter movie with multiple conditions

STYLiSH

An E-commerce Website for Outfits

  • Built real-time update dashboard and user behavior funnel by Plotly and Socket.IO
  • Developed product recommender system with Item-Based Collaborative Filtering by 250,000 + reviews
  • Enhanced server efficiency through Redis cache mechanism which accelerated data-fetching efficiency by 30%, and implemented rate limiter to prevent the high frequency of API fetching
  • Adopted JSON Web Tokens on authority management  
Websitehttps://hike-together.club 

Work Experience

AppWorks School - Data Engineering Trainee

Feb 2021 ~ Now

  • Awarded first prize in the collaborative project through leading to coordinate with cross-functional teammates in Agile environments
  • Developed image search engine for similar products and recommendation system with TF-IDF algorithm
  • Enhanced the ability to define problems and to find efficient solutions through 60+ hours of coding exercise per week 
  • Built and launched personal project MovieOn independently within 5 weeks; used Airflow as pipeline tool to process raw data into applicable information

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Decathlon - Running Sport Department Manager

Mar 2020 ~ Jan 2021

  • Got fastest promotion among colleagues over the same period to be duty manager through solving store problems of manpower distribution 
  • Led a team of 6 employees. Successfully increased Revenue Per Employee by 22% through improving team SOP and team building
  • Optimized product display logic and team training by analyzing the commercial data which increased sales performance by 26%

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Ogilvy -  Brand Consulting & Account Executive Intern

Sep 2018 ~ Jan 2019

  • Participated in project brain-storming and presented result as proposal

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Education

National Chengchi University, 2014 - 2019

Bachelor’s Degree, Advertising & Business Administration

Academic Excellence Award (Top 5%)

University@2x

Renmin University of China, 2019

International Exchange Program


University@2x

Católica Lisbon School of Business & Economics, 2019

Exchange Program, Business Administration
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Additional Information

  • Language Skills: Mandarin native; English TOEIC 875
  • Hobbies & Causes: Jogging(Marathon); Mountain-climbing(7134M Lenin Peak); Cycling

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