Summary
Work History
Education
Skills
Websites
Project Experience
Awards
Timeline
Generic

Bingtao Liu

Ottawa,ON

Summary

Software Engineer with experience in cloud deployment, backend systems, and ML pipelines. Interested in joining Ericsson to contribute to next-generation network systems and smart infrastructure solutions.

Work History

Software Engineer (Intern)

Lüzhongyun Network Co., Ltd
11.2023 - 04.2024
  • Participated in database design, mainly responsible for designing the table structure and field types of the database. Used MySQL to build a data warehouse of the daily usage quantity of users. Used Superset to analyze data and generate highly visualized reports. Connected to the MySQL database using Python, read data, and utilized machine learning models.
  • Participated in the continuous development and maintenance of the enterprise mobile application (Lüzhongyun app). Improved page layout and enriched dynamic elements. Participated in team meetings, made improvements and developed new functions according to requirements. Improved code, optimized algorithms, increased the application loading speed and enhanced the user experience.

Education

Master - Software Engineering

Western University
London, ON
10.2023

Bachelor - Computer Systems Engineering

Carleton University
Ottawa
06.2022

Skills

  • Programming: Java, JavaScript, Python, SQL, C, C, HTML/CSS, LISP
  • Frameworks & Tools: React, Angular, Nodejs, Docker, Git, IntelliJ, VS Code, PyCharm
  • Cloud Platforms: AWS, Google Cloud, Azure
  • Database & Big Data: MySQL, MongoDB, PostgreSQL, SparkML, Airflow, Druid, Superset
  • ML & Data Analysis: TensorFlow, Keras, ARIMA, Scikit-learn, Pandas

Project Experience

Brain Tumor Classification           Sep 2021 - Apr 2022  

  • Led a 4-member team to develop a deep learning model using TensorFlow and Keras to classify brain tumors based on CT/MRI scans
  • Achieved 97% test accuracy through hyperparameter tuning and CNN architecture optimization
  • Demonstrated ability to lead end-to-end ML pipeline: data preparation, training, evaluation, and deployment

Music searching tool  Music searching tool          Sep 2022 - Dec 2022

  • Developed a full-stack music platform using JavaScript, HTML, CSS, and Node.js
  • Designed a user-friendly interface to support track search, playback, playlist creation, and commenting
  • Built a secure authentication system using JWT, supporting user registration, login, and Google third-party login
  • Created an admin panel to manage user bans, track deletions, and DMCA takedowns
  • Deployed the application on AWS EC2 and configured the server with Nginx for performance optimization

Data Warehouse Project – Beijing Airbnb          Sep 2022 – Dec 2022

  • Built a scalable data warehouse for Beijing Airbnb listings using Druid, Apache Airflow, and PostgreSQL
  • Conducted data visualization and reporting using Apache Superset for analytical insights
  • Developed a machine learning model with ARIMA using SparkML to predict Airbnb housing prices

Awards

  • Carleton Dean’s Honour List 2021-2022

Timeline

Software Engineer (Intern)

Lüzhongyun Network Co., Ltd
11.2023 - 04.2024

Master - Software Engineering

Western University

Bachelor - Computer Systems Engineering

Carleton University

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Bingtao Liu