Work History
Education
Skills
Affiliations
Timeline
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Angqi Meng

Melbourne,VIC

Work History

Real Estate Industry Project

  • Project for group of 5 and for COMP30034 Applied Data Science
  • Analyse the most important features that affect the rental price of Real Estate properties within Great Melbourne Area
  • Build models to critically predict the future rental price and give advice for property investors
  • Lead the group to solve lots of problems that firstly met, including web scraping, calculating route distance in real map, map visualisation, PowerPoint design, etc.

Analysis and Modelling of NYC taxi tip amounts

  • Personal project for COMP30034 Applied Data Science
  • Analyse features that affect the tip amount that taxi driver can received on a single trip in New York City and build a model that can precisely predict the tip amount using relevant features
  • Illustrate the tip amount on the real map using Geopandas
  • Give out useful and excellent advice to taxi drivers about how to get higher tip amount.

Book Rating Prediction

  • Personal project for COMP30027 Machine Learning
  • Build and critically analyse supervised Machine Learning methods to predict the ratings of books based on their titles, authors, descriptions, and other features
  • Use CountVectorizer to precisely process text features: descriptions.

Sponsor Location Search

  • Group project for IT Department of CSSA
  • With the usage of API, take the sponsors' name as input and return the address and coordinates of sponsors and delineate the specified location on the map.

Article Title Scoring

  • Ongoing Group Project for IT Department of CSSA
  • Score the title of articles based the number of clicks, using date and time of publishing, key words occurrence as features
  • Planning apply TF-IDF to measure the importance of a word and use NLP deep learning model.

Education

Bachelor of Science (Data Science) -

University of Melbourne
08.2024

Glen Waverley Secondary College
01.2020

Skills

  • Python
  • Jupyter Notebook
  • Pandas
  • Scikit Learn
  • PySpark
  • Geopandas
  • SQL
  • Machine Learning Modelling
  • R
  • C Programming
  • Java
  • Object Oriented Programming
  • Latex
  • Git

Affiliations

Event Department of Chinese Rural Education Intuition

University of Melbourne, 23/07/2023

  • Organise events for around 50 students
  • Demonstrated strong teamwork and collaboration skills through effective partnership with event planning teams, ensuring collective success.

Information Technology Department of Chinese Students and Scholars Association

University of Melbourne, 01/02/2024

  • Work in Data Science Group
  • Collaborate with ten students from different levels of degrees
  • Focus on undertaking projects with the requests from our customers - sponsors and staffs in other departments.

Timeline

Real Estate Industry Project

Analysis and Modelling of NYC taxi tip amounts

Book Rating Prediction

Sponsor Location Search

Article Title Scoring

Bachelor of Science (Data Science) -

University of Melbourne

Glen Waverley Secondary College

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Angqi Meng