Summary
Overview
Work History
Education
Skills
Accomplishments
REFEREES
Timeline
Generic

Alyssa Xiong

Melbourne,VIC

Summary

Current graduate degree in Data Science. Knowledge in data analysis, data modelling and have good programming skills. I hope to develop and implement internal strategic initiatives as part of a close-knit team and gain future experience in using these skills to help clients make better-informed decisions.

Overview

1
1
year of professional experience

Work History

Retail Volunteer

Red Cross Carnegie Shop
10.2022 - Current
  • Greeted customers, helped locate merchandise and suggested suitable options.
  • Answered customer questions about products and services, helped locate merchandise and promoted key items.
  • Stocked merchandise, clearly labelling items, and arranging according to size or colour.
  • Balanced and organized cash register by handling cash, counting change and storing coupons.
  • Volunteered for extra shifts during holidays and other busy periods to alleviate staffing shortages.

Data Scientist

Monash University
03.2022 - 06.2022
  • Collaborated with internal stakeholders, identifying and gathering analytical requirements for customer, product and projects needs.
  • Compiled, cleaned and manipulated data for proper handling.
  • Setting up relational databases, collecting data and using SQL to read, update and delete data in a database. Proficient in using DBMS.
  • Apply agile methodology during whole development stage and project management with Leankit Kanban
  • Worked with teammates using strong communication skills, also responsible for reporting to the senior mentor in the project

Education

Master of Data Science - Information Technology

Monash University
Clayton, VIC
09.2022

Bachelor of information management and information system - Economics And Management

Qiqihar University
China
06.2018

Skills

  • Python, R and Java
  • Statistical Analysis
  • Classification Algorithms
  • Regression Algorithms
  • Applied Statistics
  • Jupyter Notebook
  • SQL Server Database
  • Complex Data Visualization
  • Data Management
  • Business Intelligence Data Modeling
  • Mandarin

Accomplishments

  • Achieved 9 High Distinctions in Business Intelligence and Data Warehousing, IT Research Methods, Introduction to Data Science, Data Exploration and Visualization, data wrangling, Data Processing for Big Data, Machine Learning, Introduction to Databases, Algorithms and Programming Foundations in Python
  • Achieved 4 Distinction in Professional Practice, Applied Data Analysis, Introduction to Computer Architecture and Networks as well as Mathematical Foundations for Data Science
  • Proficiency in R shiny, tableau and D3 for data visualization
  • Data wrangling on 45,000 movies, dealing with missing values and outliers
  • Data exploration through ggplot2 using Heatmap, network graph, scatterplot, choropleth map etc.
  • Useful information was filtered out and presented to the public using R shiny dashboard
  • Proficiency in Python, SQL, R and a basic understanding of Java demonstrated by database creation and management using SQL in the design of the Protected Marine Habitats website and open-source data acquisition using a Python crawler for the website.
  • Skilled in Data analysis and modelling using Python evidenced by applying logistic regression, support vector machines and other models to train 100,000 data with an accuracy of 0.8.

REFEREES

Name: Pamela Axford

Organisation: Red Cross Carnegie Shop

Phone number: 0412 271 061

Timeline

Retail Volunteer

Red Cross Carnegie Shop
10.2022 - Current

Data Scientist

Monash University
03.2022 - 06.2022

Master of Data Science - Information Technology

Monash University

Bachelor of information management and information system - Economics And Management

Qiqihar University

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Alyssa Xiong