Bingkai Liu
Data Scientist & Python Developer
Ottawa,Canada
Summary
More than 3 years of experience in Data Analysis. Skilled in Python, Pandas, NumPy, and SciPy. Motivated and teamwork-oriented. Have endless passion. Very enjoy exploring new techniques, and applying them. Understand how to communicate effectively. Strong professional work ethic and attitude. Love challenges and fast-paced environment.
Overview
3
3
years of professional experience
5
5
years of post-secondary education
8
8
Certificates
Work History
Data Scientist & Python Developer
Duco Consulting Ltd
Ottawa, Ontario
02.2020 - Current
- Wrote and tested Python scripts to collect data for 8 clients from 16 data sources such as Facebook, Instagram, Twitter,TikTok, and Google Ads through APIs.
- Used Selenium to scrape clients' data from TouchBistro.
- Configured compute engine on GCP, and hosted Python scripts on it to collect data in real time.
- Set up NoSQL(MongoDB) on cloud servers to store data.
- Visualized data in 6 types of charts and tables and multiple combinations with user interactions.
- Analyzed correlations between features, and visualized them
- Trained models using machine learning algorithms(Random Forest and Linear Regression) to help clients optimize budgets of advertisements.
- Used NLP to do sentiment analysis on reviews to clients.
- Wrote REST APIs for front-end colleagues to call.
Education
Master of Engineering - Electrical and Computer Engineering
University of Windsor
Windsor, ON, Canada 01.2018 - 04.2019
Bachelor of Engineering - Automation
Hebei University
Baoding, Hebei, China 09.2013 - 06.2017
Skills
Python
undefinedCertification
IBM Data Analyst
Timeline
IBM Data Analyst
10-2022
Data Scientist & Python Developer
Duco Consulting Ltd
02.2020 - Current
Master of Engineering - Electrical and Computer Engineering
University of Windsor
01.2018 - 04.2019
Bachelor of Engineering - Automation
Hebei University
09.2013 - 06.2017
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